{"meta":{"query_hash":"501c6dca24a3","filters":{"venue":"Cambridge Prisms Global Mental Health"},"cohort_total":76,"direct_labels_cover":0,"predictions_cover":76,"exported":76,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/501c6dca24a3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cambridge+Prisms+Global+Mental+Health"},"results":[{"id":"W1821989889","doi":"10.1017/gmh.2015.16","title":"Intersectoral policy for severe and persistent mental illness: review of approaches in a sample of high-income countries","year":2015,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; U.S. Department of Health and Human Services","keywords":"Sample (material); Mental illness; High income countries; Development economics; Psychology; Economics; Mental health; Psychiatry; Economic growth; Developing country","score_opus":0.10456968363518963,"score_gpt":0.42891852653540824,"score_spread":0.3243488429002186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821989889","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010329582,0.99291044,0.00014343002,0.0035254,0.00020004995,0.00005279184,0.000074237985,0.0000046357877,0.0020559523],"genre_scores_gemma":[0.0160173,0.9818709,0.0006430907,0.0010491826,0.00006662857,0.00015919196,0.000073860414,0.000004715155,0.00011518259],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9813638,0.01089787,0.003833774,0.0008133455,0.0021395115,0.0009517578],"domain_scores_gemma":[0.94581455,0.04321473,0.0044323173,0.00072578265,0.0044892346,0.0013233521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029423285,0.0008090845,0.002040777,0.016209327,0.0028344076,0.007494397,0.002283833,0.0028983543,0.0040719626],"category_scores_gemma":[0.04694869,0.00092875597,0.0019526529,0.036973864,0.0039208247,0.0057590855,0.0055556493,0.0030784882,0.0003435647],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014825624,0.00013529869,0.0055539743,0.32682702,0.0006182834,0.0006185653,0.029336775,0.0012471665,0.00013636897,0.054097705,0.032507814,0.54877275],"study_design_scores_gemma":[0.00004132962,0.00009131782,0.016930044,0.55688334,0.0006538217,0.0007798089,0.036056023,0.00021159927,0.00015565034,0.004776717,0.3833591,0.00006126311],"about_ca_topic_score_codex":0.04461624,"about_ca_topic_score_gemma":0.073138714,"teacher_disagreement_score":0.04461624,"about_ca_system_score_codex":0.026186652,"about_ca_system_score_gemma":0.06873665,"threshold_uncertainty_score":0.18999833},"labels":[],"label_agreement":null},{"id":"W2082954370","doi":"10.1017/gmh.2014.8","title":"Improving Malawian teachers' mental health knowledge and attitudes: an integrated school mental health literacy approach","year":2015,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Grand Challenges Canada; University of Cambridge","keywords":"Mental health literacy; Mental health; Curriculum; Psychological intervention; Literacy; Promotion (chess); Health literacy; Medical education; Psychology; Stigma (botany); Tanzania; Health promotion; Medicine; Mental illness; Nursing; Pedagogy; Health care; Public health; Political science; Psychiatry; Sociology; Socioeconomics","score_opus":0.0396206235584325,"score_gpt":0.40184498449523987,"score_spread":0.3622243609368074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082954370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96637905,0.0013381528,0.006865457,0.007683336,0.000069345006,0.0023709885,0.00015847168,0.00023411395,0.0149011],"genre_scores_gemma":[0.95853174,0.0017259287,0.033871014,0.0009093175,0.000032277512,0.0011535764,0.00011391781,0.000009248994,0.0036529268],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99921715,0.00032723468,0.000029911998,0.00007201951,0.00010691283,0.0002467159],"domain_scores_gemma":[0.9992035,0.00017517776,0.00009710653,0.00004673632,0.00009393318,0.000383515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012632314,0.00047609681,0.00031601754,0.0008335408,0.0012827434,0.0016099832,0.0009735094,0.00057446,0.0033849347],"category_scores_gemma":[0.0023051186,0.00026732092,0.00043664544,0.00040728107,0.00052305503,0.0010407359,0.0030634385,0.0013417776,0.00026765143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003038919,0.019889258,0.07803016,0.0017033993,0.00016459297,0.00049083825,0.02430511,0.0011891882,0.005878401,0.001872521,0.0055903024,0.86058223],"study_design_scores_gemma":[0.0018945019,0.013202529,0.82610506,0.005814237,0.0015638362,0.001058294,0.049013834,0.0077891587,0.011849081,0.005845904,0.07571755,0.00014605702],"about_ca_topic_score_codex":0.02039983,"about_ca_topic_score_gemma":0.05205394,"teacher_disagreement_score":0.02039983,"about_ca_system_score_codex":0.0019122389,"about_ca_system_score_gemma":0.008588688,"threshold_uncertainty_score":0.040562212},"labels":[],"label_agreement":null},{"id":"W2263714542","doi":"10.1017/gmh.2015.11","title":"Systematic Medical Appraisal, Referral and Treatment (SMART) Mental Health Programme for providing innovative mental health care in rural communities in India","year":2015,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"School of Medicine, New York University; The Wellcome Trust DBT India Alliance; Grand Challenges Canada; Department of Biotechnology, Ministry of Science and Technology, India; Wellcome Trust; York University; World Health Organization","keywords":"Mental health; Referral; Mental health care; Medicine; Mental healthcare; Nursing; Family medicine; Psychiatry","score_opus":0.06949685042109562,"score_gpt":0.4251627214010119,"score_spread":0.3556658709799163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263714542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88826597,0.0064991657,0.0014131916,0.004982843,0.00029943683,0.09200279,0.0029940344,0.00026524535,0.0032773304],"genre_scores_gemma":[0.8951337,0.005600724,0.015354504,0.0027546675,0.00016932984,0.077477075,0.0017937749,0.000015584876,0.0017007292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99639684,0.0022333364,0.0003941601,0.00018750103,0.00035034952,0.00043781078],"domain_scores_gemma":[0.9921556,0.0023431007,0.0014938136,0.00044448616,0.00091581425,0.002647223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007690616,0.00053993927,0.00087495486,0.0021232006,0.0015821583,0.00079245487,0.0015162288,0.0006238383,0.003282554],"category_scores_gemma":[0.008163867,0.0006068627,0.0015278071,0.0011320264,0.000812758,0.00053805613,0.002705583,0.0008898528,0.00020599052],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01356114,0.028049855,0.11511152,0.08179221,0.0019712767,0.0032948605,0.031290002,0.003249987,0.0075695873,0.0022404012,0.02949726,0.6823719],"study_design_scores_gemma":[0.05233947,0.09294687,0.7600547,0.021909356,0.004012916,0.0009863288,0.031667,0.0039088754,0.0028791442,0.001397971,0.027515808,0.0003815823],"about_ca_topic_score_codex":0.020067733,"about_ca_topic_score_gemma":0.037108414,"teacher_disagreement_score":0.020067733,"about_ca_system_score_codex":0.0034651717,"about_ca_system_score_gemma":0.03463257,"threshold_uncertainty_score":0.04067236},"labels":[],"label_agreement":null},{"id":"W2283199617","doi":"10.1017/gmh.2015.18","title":"Mental health disabilities and human rights protections","year":2015,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Open Society Foundations","keywords":"Convention on the Rights of Persons with Disabilities; Mental health; Human rights; Political science; Mental health law; Psychological intervention; Stigma (botany); Politics; Convention; Right to health; Public relations; Law; Psychology; Medicine; Psychiatry","score_opus":0.05994284525178538,"score_gpt":0.41727616663613676,"score_spread":0.35733332138435137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283199617","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052641716,0.027906295,0.0049980883,0.25551558,0.00081445515,0.00008391523,0.00013391314,0.000053723874,0.65785223],"genre_scores_gemma":[0.9503895,0.008248916,0.0014577347,0.020109173,0.00071593944,0.00008266762,0.00006709002,0.000018800964,0.01891017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941011,0.0028870923,0.0002685286,0.000484695,0.0008932841,0.001365291],"domain_scores_gemma":[0.99147344,0.004937498,0.0012522589,0.0006375926,0.0006452273,0.0010540077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00599469,0.00025857627,0.00027091324,0.0011804142,0.0043396163,0.005879739,0.00073380815,0.003761211,0.011282727],"category_scores_gemma":[0.009428262,0.00013479777,0.00025610946,0.0009369678,0.046767604,0.0035308446,0.0075002983,0.0045477888,0.00072977727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006858077,0.000022900318,0.0012231367,0.00007070969,0.0000034363895,0.0001267688,0.0065472284,0.00009058738,0.00007395473,0.966902,0.0063602845,0.018572068],"study_design_scores_gemma":[0.000020733034,0.00004771334,0.0070004635,0.0014541176,0.000012041109,0.00075881014,0.013121602,0.00016112547,0.00026701443,0.68491596,0.2922059,0.00003463716],"about_ca_topic_score_codex":0.010289272,"about_ca_topic_score_gemma":0.009213195,"teacher_disagreement_score":0.011282727,"about_ca_system_score_codex":0.0056878673,"about_ca_system_score_gemma":0.009428782,"threshold_uncertainty_score":0.041268528},"labels":[],"label_agreement":null},{"id":"W2313159736","doi":"10.1017/gmh.2015.19","title":"Patterns of individual coping, engagement with social supports and use of formal services among a five-country sample of resilient youth","year":2015,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Grounded theory; Psychology; Psychological intervention; Coping (psychology); Psychological resilience; Mental health; Qualitative research; Developmental psychology; Social psychology; Sociology; Clinical psychology","score_opus":0.03743530697725261,"score_gpt":0.3109127713706305,"score_spread":0.2734774643933779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313159736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99977237,0.000033809938,0.000023812072,0.000011936465,5.2114564e-7,0.0000049672535,0.00006892946,5.447327e-7,0.000083183106],"genre_scores_gemma":[0.9996828,0.000064868014,0.000050160597,0.000010784552,4.5329418e-7,0.000014609056,0.00011043444,7.6345924e-7,0.00006501945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948967,0.00016811695,0.00006586607,0.000061673614,0.000044119082,0.00017054618],"domain_scores_gemma":[0.9988795,0.0003341651,0.00040385692,0.000065791915,0.00012603821,0.00019068392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012896126,0.0002155148,0.0002882039,0.0016588974,0.0011334842,0.0012151825,0.00040561942,0.00032144974,0.001036897],"category_scores_gemma":[0.0027721135,0.000331686,0.00039112737,0.0015150699,0.0011270043,0.00085891865,0.001826608,0.0004547984,0.0000898071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041261497,0.000036958463,0.9227885,0.000048826416,0.000026363852,0.0002758636,0.07256985,0.00005777945,0.00037897658,0.00012565141,0.00010646318,0.0035434344],"study_design_scores_gemma":[0.0000023022671,0.00007106833,0.85889846,0.00004029904,0.0000125754,0.0003021957,0.14013824,0.000065926775,0.000133028,0.000044689878,0.00028279048,0.000008387567],"about_ca_topic_score_codex":0.020413268,"about_ca_topic_score_gemma":0.021937054,"teacher_disagreement_score":0.020413268,"about_ca_system_score_codex":0.00087831734,"about_ca_system_score_gemma":0.0006091444,"threshold_uncertainty_score":0.040588915},"labels":[],"label_agreement":null},{"id":"W2324252594","doi":"10.1017/gmh.2016.8","title":"Scaling up interventions for depression in sub-Saharan Africa: lessons from Zimbabwe","year":2016,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; University of Cape Town; Grand Challenges Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Cambridge","keywords":"Psychological intervention; Mental health; Referral; Context (archaeology); Scale (ratio); Focus group; Nursing; Government (linguistics); Implementation research; Medicine; Intervention (counseling); Psychology; Business; Psychiatry; Marketing; Geography","score_opus":0.09099200193361197,"score_gpt":0.4326093779972484,"score_spread":0.34161737606363646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324252594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.819816,0.08030842,0.0040737772,0.06972368,0.0005668488,0.006030755,0.00034125082,0.00009667818,0.019042585],"genre_scores_gemma":[0.911559,0.066259734,0.013436431,0.0036516273,0.00011201409,0.002621674,0.00010763408,0.000026345038,0.0022254433],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968946,0.0017186288,0.00016497885,0.00007518684,0.00019187806,0.0009547255],"domain_scores_gemma":[0.9978866,0.0011320196,0.00019629124,0.0000850561,0.00026291932,0.0004371564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005693871,0.0011954501,0.00067490217,0.0009905561,0.0023939745,0.0024914856,0.0011431049,0.00095388293,0.0021317473],"category_scores_gemma":[0.008277287,0.000404378,0.0008661745,0.001246214,0.0019124654,0.0019395245,0.003555848,0.0018501371,0.00021379457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000468453,0.0017142891,0.02145575,0.011810221,0.00033510244,0.0058084317,0.08907974,0.0013525262,0.0063731605,0.0051308577,0.006900203,0.8495713],"study_design_scores_gemma":[0.003380348,0.013022996,0.35055092,0.051858805,0.0020955189,0.0038878638,0.3450947,0.002507295,0.009407691,0.012862769,0.20500962,0.00032141982],"about_ca_topic_score_codex":0.03614143,"about_ca_topic_score_gemma":0.06920964,"teacher_disagreement_score":0.03614143,"about_ca_system_score_codex":0.0033201708,"about_ca_system_score_gemma":0.00763558,"threshold_uncertainty_score":0.0718621},"labels":[],"label_agreement":null},{"id":"W2466267714","doi":"10.1017/gmh.2016.11","title":"Reducing the stigma of mental illness","year":2016,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":292,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Mental Health Commission","keywords":"Stigma (botany); Mental illness; Psychological intervention; Equity (law); Best practice; Social justice; Public relations; Psychology; Mental health; Social equality; Narrative; Political science; Criminology; Psychiatry","score_opus":0.056140178432618065,"score_gpt":0.43097589845579465,"score_spread":0.37483572002317656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466267714","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052822335,0.99674004,0.000090159134,0.00096322293,0.00010929927,0.00002130016,0.000011806561,0.0000027222818,0.0015332929],"genre_scores_gemma":[0.005501698,0.9933468,0.00029511034,0.0005173463,0.00007480553,0.00003186441,0.000012756032,0.00000169813,0.00021801241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988305,0.0006229041,0.0001460704,0.00007537928,0.0002558149,0.00006940318],"domain_scores_gemma":[0.9981888,0.001438619,0.00017203669,0.000033463773,0.00012407302,0.000042908552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017265297,0.0006781258,0.00090368564,0.0023354536,0.0005182756,0.0015172628,0.0006134514,0.0013142739,0.0038738342],"category_scores_gemma":[0.0059089144,0.00023859016,0.0011791285,0.0013407277,0.0006851821,0.0013146495,0.0014461633,0.0014734335,0.00044030626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056218516,0.0000786508,0.00027029912,0.11811212,0.0005264542,0.0001206473,0.0011417718,0.00013884818,0.00030223257,0.006832388,0.009014513,0.8634059],"study_design_scores_gemma":[0.00008759796,0.00023489134,0.004230051,0.3090669,0.0015266526,0.0016175276,0.002159796,0.00009791998,0.0007202001,0.005872555,0.67434543,0.0000405784],"about_ca_topic_score_codex":0.0028729213,"about_ca_topic_score_gemma":0.005521967,"teacher_disagreement_score":0.0038738342,"about_ca_system_score_codex":0.0010745309,"about_ca_system_score_gemma":0.0030263169,"threshold_uncertainty_score":0.012959242},"labels":[],"label_agreement":null},{"id":"W2515082444","doi":"10.1017/gmh.2016.13","title":"Economic, social and mental health impacts of an economic intervention for female sexual violence survivors in Eastern Democratic Republic of Congo","year":2016,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Alberta","funders":"National Institute of Mental Health; World Bank Group; Department for International Development; United States Agency for International Development","keywords":"Mental health; Psychological intervention; Sexual violence; Randomized controlled trial; Poverty; Per capita; Medicine; Domestic violence; Social stigma; Stigma (botany); Demography; Psychiatry; Poison control; Suicide prevention; Population; Environmental health; Political science","score_opus":0.02907306090369355,"score_gpt":0.3704829922936609,"score_spread":0.34140993138996734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515082444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724907,0.0009810518,0.000058475587,0.0004982941,0.00003777953,0.00049509364,0.00011879781,0.0000061742476,0.00055532134],"genre_scores_gemma":[0.99730694,0.0007721774,0.00030025918,0.00016439735,0.000028811646,0.0010141163,0.00007119196,9.3616126e-7,0.00034120234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992955,0.00049853575,0.000038103866,0.000030259169,0.000031181135,0.00010635262],"domain_scores_gemma":[0.999398,0.00015460726,0.00018998962,0.000018965138,0.000026296682,0.0002120828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008815096,0.00032068847,0.00033018985,0.0003557527,0.0008466806,0.00040183234,0.0003221879,0.00037214212,0.003310943],"category_scores_gemma":[0.0019264375,0.00016787702,0.0004258911,0.00030349437,0.0004832259,0.0002299406,0.00063992833,0.0005226085,0.00008618102],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24120806,0.1260925,0.13003041,0.008861273,0.0036623639,0.00065951754,0.0031916664,0.0030893905,0.007026017,0.0014981675,0.004969311,0.46971142],"study_design_scores_gemma":[0.122132055,0.36324623,0.48710158,0.002497838,0.003466164,0.0003037772,0.0049825874,0.0024032071,0.0043748817,0.00074315164,0.008666386,0.00008221033],"about_ca_topic_score_codex":0.0054858737,"about_ca_topic_score_gemma":0.013920093,"teacher_disagreement_score":0.0054858737,"about_ca_system_score_codex":0.00084039796,"about_ca_system_score_gemma":0.0014991289,"threshold_uncertainty_score":0.011076212},"labels":[],"label_agreement":null},{"id":"W2522137717","doi":"10.1017/gmh.2016.22","title":"Global Mental Health: sharing and synthesizing knowledge for sustainable development","year":2016,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Community Health and Development","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Nova de Lisboa; University of Toronto; University of Glasgow; University of Cambridge; Institute for Health Metrics and Evaluation; University of Washington; University of Notre Dame; University of Rwanda; University of Chicago","keywords":"Context (archaeology); Mental health; Sustainable development; Knowledge management; Domain (mathematical analysis); Business; Global mental health; Knowledge sharing; Political science; Computer science; Psychology; Geography","score_opus":0.05606011101122985,"score_gpt":0.4166329627939545,"score_spread":0.36057285178272463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522137717","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022463659,0.073631465,0.062278915,0.5154004,0.006923624,0.00074861076,0.000604176,0.0008266113,0.3171225],"genre_scores_gemma":[0.5316799,0.1126587,0.2586899,0.048807163,0.005272634,0.0013406427,0.0012512447,0.00070874824,0.039591],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9843903,0.011382023,0.0007759516,0.0005702902,0.0019738015,0.00090771756],"domain_scores_gemma":[0.9821156,0.011422319,0.00083360355,0.00218046,0.001260514,0.0021874162],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.024088625,0.0009723308,0.00089439366,0.0066595725,0.006471738,0.02020207,0.0025491987,0.0050179088,0.012794896],"category_scores_gemma":[0.02442831,0.00052521675,0.0008343991,0.0049464083,0.015024356,0.017143238,0.025887247,0.0040847184,0.0026497294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030341234,0.00012748312,0.0019066747,0.0031389182,0.000097373566,0.0005843239,0.07390707,0.00071127707,0.0012957846,0.2254169,0.109844334,0.58293945],"study_design_scores_gemma":[0.000017617875,0.00006276431,0.0017698117,0.005503206,0.000057460853,0.0003599969,0.08818344,0.0002853361,0.0007720785,0.2872697,0.6156649,0.000053689713],"about_ca_topic_score_codex":0.0037601711,"about_ca_topic_score_gemma":0.008831827,"teacher_disagreement_score":0.97979796,"about_ca_system_score_codex":0.0057532378,"about_ca_system_score_gemma":0.025875766,"threshold_uncertainty_score":0.12739432},"labels":[],"label_agreement":null},{"id":"W2625101554","doi":"10.1017/gmh.2017.7","title":"WHO Parents Skills Training (PST) programme for children with developmental disorders and delays delivered by Family Volunteers in rural Pakistan: study protocol for effectiveness implementation hybrid cluster randomized controlled trial","year":2017,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; Autism Speaks","keywords":"Psychological intervention; Medicine; Intervention (counseling); Empowerment; Mental health; Cluster randomised controlled trial; Randomized controlled trial; Psychology; Psychiatry","score_opus":0.09255214670540579,"score_gpt":0.5425821441698012,"score_spread":0.4500299974643954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625101554","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034103645,0.00033351814,0.0006198096,0.00014675593,0.00011269212,0.99419457,0.0007309636,0.00004287827,0.00040846175],"genre_scores_gemma":[0.003314522,0.0001934654,0.0016648846,0.000117198986,0.00002234198,0.9942795,0.000084938954,0.000002552107,0.00032067427],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99184555,0.0043274476,0.00091290724,0.000799796,0.0009897142,0.0011245437],"domain_scores_gemma":[0.99520963,0.0011529387,0.0011371757,0.00044757078,0.0010677369,0.0009849173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017186476,0.0034370078,0.0072874352,0.0016208513,0.0021733618,0.002802302,0.0029117242,0.004552041,0.052464828],"category_scores_gemma":[0.012515431,0.0022348205,0.004074464,0.0017311416,0.0026212127,0.0028949056,0.0018766329,0.0049194116,0.0057991743],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78123057,0.045733202,0.001844783,0.055779364,0.002970135,0.00044576847,0.00160469,0.0029355404,0.0027740232,0.005038171,0.019651419,0.07999232],"study_design_scores_gemma":[0.9012726,0.060511455,0.003602127,0.006749871,0.0013651866,0.000075196775,0.0005210052,0.0014371244,0.00088867894,0.0021458925,0.021308785,0.00012217367],"about_ca_topic_score_codex":0.0038329987,"about_ca_topic_score_gemma":0.007969101,"teacher_disagreement_score":0.052464828,"about_ca_system_score_codex":0.0042378046,"about_ca_system_score_gemma":0.016115291,"threshold_uncertainty_score":0.17551231},"labels":[],"label_agreement":null},{"id":"W2765393528","doi":"10.1017/gmh.2017.13","title":"Converging on child mental health – toward shared global action for child development","year":2017,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"World Health Organization","keywords":"Mental health; Summit; Global mental health; Child development; Alliance; Global health; Cognitive development; Action (physics); Sustainable development; Psychology; Political science; Public relations; Cognition; Economic growth; Developmental psychology; Psychiatry; Health care; Economics; Geography","score_opus":0.04190418160314266,"score_gpt":0.3597529278223096,"score_spread":0.3178487462191669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765393528","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005407328,0.018374387,0.008110373,0.92027825,0.004012897,0.00009865199,0.00011444311,0.00016149397,0.04344217],"genre_scores_gemma":[0.41824183,0.060723823,0.08213623,0.40322,0.005578365,0.0013999528,0.00096111564,0.00082299684,0.02691571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96640575,0.022067104,0.0012325948,0.002084443,0.0035480068,0.0046621105],"domain_scores_gemma":[0.95781153,0.011674653,0.0017567965,0.0042844806,0.0062048924,0.01826775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05525311,0.001634647,0.0017998264,0.0033047572,0.010093554,0.017961238,0.0040986384,0.009646968,0.014582509],"category_scores_gemma":[0.035447687,0.0007748049,0.0023227348,0.0015928547,0.03755405,0.020039167,0.06605808,0.029951062,0.002685102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066327506,0.00026638605,0.0077207717,0.0015916917,0.0002466763,0.0011117619,0.12453988,0.00055146246,0.0009408721,0.4433912,0.22434384,0.19522905],"study_design_scores_gemma":[0.000035685338,0.00010652434,0.0056701372,0.004296312,0.000095159354,0.0005122842,0.113866456,0.00019943622,0.00054442685,0.30296856,0.5716168,0.000088251756],"about_ca_topic_score_codex":0.011963837,"about_ca_topic_score_gemma":0.021387847,"teacher_disagreement_score":0.05525311,"about_ca_system_score_codex":0.01424796,"about_ca_system_score_gemma":0.06277532,"threshold_uncertainty_score":0.2922098},"labels":[],"label_agreement":null},{"id":"W2789290808","doi":"10.1017/gmh.2017.26","title":"A qualitative evaluation of a brief multicomponent intervention provided by lay health workers for women affected by adversity in urban Kenya","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada","funders":"Grand Challenges Canada; World Health Organization","keywords":"Intervention (counseling); Qualitative research; Psychology; Environmental health; Medicine; Sociology; Psychiatry; Social science","score_opus":0.02571700140132665,"score_gpt":0.390158025265324,"score_spread":0.36444102386399735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789290808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726397,0.0007469561,0.003830392,0.0034105321,0.00017684733,0.0069248704,0.00049671234,0.00005864813,0.011715445],"genre_scores_gemma":[0.97537,0.0013940763,0.010424309,0.0012949005,0.00005412911,0.0067894305,0.00016350595,0.000039964405,0.0044696718],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9838388,0.01341064,0.00033467184,0.00036390178,0.00065633695,0.0013956208],"domain_scores_gemma":[0.9831677,0.012750725,0.0008536655,0.00035404073,0.0014167005,0.0014570446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019257588,0.0009822559,0.00071869284,0.00090599665,0.008329623,0.0018017859,0.002450663,0.001458768,0.0061559402],"category_scores_gemma":[0.018595869,0.0005679314,0.00053663,0.00089741376,0.0052963328,0.0014381505,0.003873433,0.0016206199,0.0004552395],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013272543,0.00273241,0.003551583,0.005693246,0.0000390525,0.0033342154,0.9005212,0.0006526436,0.004665662,0.0018577527,0.0035678816,0.072057106],"study_design_scores_gemma":[0.0005476241,0.00627145,0.007849494,0.0029562395,0.00007149087,0.0005152455,0.9458267,0.0004347102,0.003607755,0.00074504217,0.031110583,0.000063691805],"about_ca_topic_score_codex":0.007433912,"about_ca_topic_score_gemma":0.020319642,"teacher_disagreement_score":0.019257588,"about_ca_system_score_codex":0.0078033223,"about_ca_system_score_gemma":0.010746345,"threshold_uncertainty_score":0.101845086},"labels":[],"label_agreement":null},{"id":"W2793485675","doi":"10.1017/gmh.2017.27","title":"Evaluating the benefits of a youth mental health curriculum for students in Nicaragua: a parallel-group, controlled pilot investigation","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"Grand Challenges Canada","keywords":"Mental health; Stigma (botany); Curriculum; Addiction; Coping (psychology); Clinical psychology; Medicine; Psychology; Psychiatry","score_opus":0.0989996197631206,"score_gpt":0.45694287657928334,"score_spread":0.35794325681616274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793485675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889572,0.000109943176,0.00016186746,0.000042005104,0.000044480577,0.010252529,0.00013084408,0.000018673993,0.00028251242],"genre_scores_gemma":[0.954076,0.000564577,0.003616649,0.0001771396,0.00011203262,0.039651424,0.00033669893,0.0000090372005,0.001456541],"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99721706,0.0014239677,0.00021483487,0.00027130079,0.00032861286,0.00054429343],"domain_scores_gemma":[0.99751234,0.0006350446,0.00045878382,0.00029159462,0.00035487275,0.0007474303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003995516,0.0014675432,0.0019012955,0.0010903229,0.0019033734,0.00080100546,0.0020336243,0.0013726968,0.0031680204],"category_scores_gemma":[0.003943069,0.00086823286,0.0012792934,0.0008742198,0.0017895245,0.0006929173,0.0013584069,0.0022750306,0.0003182692],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23312499,0.7107266,0.0076722708,0.0011530922,0.0005117846,0.00014918145,0.0017515454,0.0006987684,0.0060758158,0.000120726174,0.00041543736,0.037599754],"study_design_scores_gemma":[0.11151651,0.8441571,0.03963515,0.000076313714,0.0004060057,0.000017948782,0.0010773732,0.00040017534,0.0017646614,0.00007557662,0.0008424974,0.00003066924],"about_ca_topic_score_codex":0.016003845,"about_ca_topic_score_gemma":0.03373016,"teacher_disagreement_score":0.016003845,"about_ca_system_score_codex":0.0028013932,"about_ca_system_score_gemma":0.00532788,"threshold_uncertainty_score":0.03182137},"labels":[],"label_agreement":null},{"id":"W2800957684","doi":"10.1017/gmh.2018.8","title":"Tailoring a training based on the <i>Mental Health Gap Action Programme (mhGAP) Intervention Guide (IG)</i> to Tunisia: process and relevant adaptations","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Institut pour la Recherche en Santé Publique; Université de Montréal; Mitacs; World Health Organization","keywords":"Mental health; Stakeholder; Context (archaeology); Intervention (counseling); Nursing; Public health; Medicine; Adaptation (eye); Health care; Medical education; Psychology; Political science; Public relations; Psychiatry","score_opus":0.10604649944745073,"score_gpt":0.42544455868230113,"score_spread":0.31939805923485043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800957684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5495975,0.0020176473,0.13247253,0.036698718,0.0031013426,0.16260648,0.006363202,0.0064990283,0.10064355],"genre_scores_gemma":[0.3614966,0.0024465858,0.51303166,0.0080354,0.00032182006,0.09035625,0.002916647,0.0004542023,0.020940952],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9923475,0.004977469,0.0003938929,0.00043269256,0.00055243325,0.0012959477],"domain_scores_gemma":[0.9942439,0.0025539175,0.00048629424,0.0004888489,0.0011774704,0.0010494394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020987958,0.0009871348,0.00047049217,0.0013102862,0.0017109701,0.0017147998,0.0022614154,0.00132727,0.0109120235],"category_scores_gemma":[0.020849947,0.00055658305,0.001003631,0.0010528548,0.00092576456,0.0013400996,0.0039304625,0.0019992096,0.0021019313],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068616937,0.0073313233,0.014408441,0.0034068923,0.000073300995,0.0007299657,0.02888171,0.0037985125,0.0042358353,0.0030356236,0.07312276,0.8602895],"study_design_scores_gemma":[0.0033431188,0.010297246,0.2140752,0.014193844,0.0003738786,0.0010600286,0.06485931,0.007965507,0.01601212,0.012982679,0.654287,0.0005501134],"about_ca_topic_score_codex":0.012685053,"about_ca_topic_score_gemma":0.029028364,"teacher_disagreement_score":0.020987958,"about_ca_system_score_codex":0.004995089,"about_ca_system_score_gemma":0.014716807,"threshold_uncertainty_score":0.11099625},"labels":[],"label_agreement":null},{"id":"W2887365457","doi":"10.1017/gmh.2018.17","title":"Self Help Plus: study protocol for a cluster-randomised controlled trial of guided self-help with South Sudanese refugee women in Uganda","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Government of the United Kingdom; Wellcome Trust; World Health Organization","keywords":"Mental health; Psychological intervention; Psychosocial; Refugee; Clinical psychology; Attendance; Medicine; Intervention (counseling); Randomized controlled trial; Distress; Cluster randomised controlled trial; Psychiatry; Psychology","score_opus":0.025059476177328413,"score_gpt":0.37596909649009885,"score_spread":0.35090962031277045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887365457","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00135941,0.00014299832,0.00063857005,0.00009780641,0.00017245748,0.9966114,0.0005647269,0.000045004705,0.00036754913],"genre_scores_gemma":[0.0010846516,0.000057998,0.0008600245,0.000074908756,0.00001974429,0.9976265,0.000047956237,0.0000022360891,0.00022593557],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97972953,0.012707305,0.0019072513,0.0017415774,0.0017732851,0.0021410943],"domain_scores_gemma":[0.98859626,0.0031437555,0.0023633242,0.001568086,0.0020108044,0.0023177783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03261295,0.0048184996,0.009841052,0.0025099828,0.0036708277,0.0036211468,0.003857054,0.006341685,0.1019608],"category_scores_gemma":[0.028484393,0.0032078945,0.0038609637,0.0029229578,0.0038859656,0.0030125624,0.0023693328,0.007901488,0.013695732],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8298772,0.023894113,0.0009943801,0.03834386,0.0017762643,0.0003770782,0.0012197669,0.0027749923,0.0021015482,0.0058472254,0.029285105,0.06350843],"study_design_scores_gemma":[0.9105711,0.04417563,0.0019706117,0.0040665586,0.0006040763,0.00006029652,0.00028565447,0.001292445,0.0007559701,0.0024839533,0.03360173,0.00013197718],"about_ca_topic_score_codex":0.0039043538,"about_ca_topic_score_gemma":0.008138877,"teacher_disagreement_score":0.1019608,"about_ca_system_score_codex":0.0051577585,"about_ca_system_score_gemma":0.01949482,"threshold_uncertainty_score":0.34109288},"labels":[],"label_agreement":null},{"id":"W2899088364","doi":"10.1017/gmh.2018.26","title":"The Cedar Project: exploring determinants of psychological distress among young Indigenous people who use drugs in three Canadian cities","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CAAN Communities, Alliances & Network; University of Victoria; University of British Columbia; HIV Legal Network; Assembly of First Nations; BC Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Neglect; Mental health; Psychiatry; Psychological intervention; Distress; Physical abuse; Indigenous; Medicine; Sexual abuse; Psychological abuse; Clinical psychology; Suicide prevention; Poison control; Substance abuse; Coping (psychology); Psychology; Environmental health","score_opus":0.07010167154794726,"score_gpt":0.36910878979919454,"score_spread":0.29900711825124726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899088364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989739,0.00032381708,0.00025859085,0.0003986934,0.000021410442,0.00075715914,0.006637379,0.000020892481,0.0018431916],"genre_scores_gemma":[0.9832918,0.0008393664,0.0019310674,0.00053531985,0.000021151343,0.0017326723,0.00849289,0.00002114993,0.00313468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988955,0.00014050376,0.000059326067,0.00014898337,0.00022477159,0.00053086487],"domain_scores_gemma":[0.99737144,0.00010438455,0.00024306569,0.00011914725,0.0013589399,0.0008030326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021628786,0.0011245104,0.00072227005,0.0023334813,0.008695994,0.0018477355,0.0025402869,0.0008858691,0.0020605049],"category_scores_gemma":[0.0022369684,0.0006409734,0.0014722772,0.0036004337,0.0011196332,0.0007242962,0.0033968643,0.0014130016,0.00034189265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021167536,0.00041327198,0.96103245,0.00025261918,0.00016683976,0.00029172556,0.017654415,0.0002289433,0.00042406778,0.00022922711,0.0047955685,0.014299156],"study_design_scores_gemma":[0.000026795642,0.00008689367,0.97497183,0.000113216964,0.00006965815,0.00005388121,0.022344936,0.00022188124,0.00007976687,0.00003781549,0.0019603916,0.000032916105],"about_ca_topic_score_codex":0.9957272,"about_ca_topic_score_gemma":0.9977196,"teacher_disagreement_score":0.043009356,"about_ca_system_score_codex":0.043009356,"about_ca_system_score_gemma":0.06970926,"threshold_uncertainty_score":0.31205618},"labels":[],"label_agreement":null},{"id":"W2899913600","doi":"10.1017/gmh.2018.27","title":"Culture and mental health in Nepal: an interdisciplinary scoping review","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Jewish General Hospital; McGill University","keywords":"Mental health; PsycINFO; Global mental health; Mental distress; MEDLINE; Mental illness; Psychology; Relevance (law); Medicine; Psychiatry; Political science","score_opus":0.035470873010135275,"score_gpt":0.46341087826307076,"score_spread":0.42794000525293546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899913600","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011566099,0.9969547,0.00010605473,0.00085800193,0.00011723067,0.00006088939,0.000046983023,0.0000025054132,0.00069706485],"genre_scores_gemma":[0.007950067,0.99091655,0.00027855943,0.00052558404,0.000058753987,0.00013258218,0.00004105728,0.0000019159374,0.000094919626],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955207,0.0017776818,0.0014651951,0.0003245834,0.00073282496,0.0001789807],"domain_scores_gemma":[0.96575546,0.028500294,0.003109804,0.00038092196,0.002008591,0.0002448515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009014728,0.0008925127,0.0025405565,0.014069044,0.0012776491,0.0055147344,0.0013658402,0.0020381499,0.0026115407],"category_scores_gemma":[0.04000172,0.00074287766,0.0019573728,0.015019029,0.0017164742,0.0046714083,0.002833877,0.0015451404,0.00022205593],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007285369,0.00006552191,0.0036886986,0.56384563,0.0022362126,0.0005867784,0.0063997325,0.00031317625,0.00027781492,0.003297775,0.0056702304,0.41354552],"study_design_scores_gemma":[0.0000136835415,0.00005793979,0.005729225,0.9340845,0.003732822,0.0006500373,0.0039006239,0.00009226069,0.00011561228,0.0012496461,0.050345782,0.00002783677],"about_ca_topic_score_codex":0.0095645655,"about_ca_topic_score_gemma":0.028057963,"teacher_disagreement_score":0.014069044,"about_ca_system_score_codex":0.003904024,"about_ca_system_score_gemma":0.01636517,"threshold_uncertainty_score":0.047675014},"labels":[],"label_agreement":null},{"id":"W2908861308","doi":"10.1017/gmh.2018.34","title":"‘Hiding their troubles’: a qualitative exploration of suicide in Bhutanese refugees in the USA","year":2019,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Refugee; Acculturation; Loneliness; Thematic analysis; Focus group; Qualitative research; Vulnerability (computing); Psychology; Feeling; Sociology; Suicide prevention; Social ecology; Poison control; Social psychology; Developmental psychology; Medicine; Geography; Political science; Environmental health; Social science; Ethnic group","score_opus":0.08350471553397423,"score_gpt":0.4244322851204346,"score_spread":0.3409275695864604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908861308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881665,0.0016053058,0.0013217409,0.004765504,0.00018670462,0.00026505045,0.00014343798,0.000020002279,0.0035256827],"genre_scores_gemma":[0.99240255,0.0014559414,0.00125517,0.0018591235,0.000031131345,0.00040589803,0.00007934117,0.000030148793,0.0024808142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942468,0.0044433326,0.00016136338,0.0002464819,0.00026407084,0.00063807244],"domain_scores_gemma":[0.99343866,0.004369923,0.0004326195,0.00017662912,0.00053502235,0.0010471019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006589085,0.00083404017,0.0010991524,0.0016112669,0.012548855,0.0033774872,0.0021645846,0.0023859378,0.0031815502],"category_scores_gemma":[0.009419999,0.0007710081,0.0005357854,0.0013547112,0.010295718,0.0034146819,0.007162745,0.0038707952,0.0002991702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013655144,0.000016006772,0.0008430589,0.0001154166,0.0000028228637,0.0009671882,0.995466,0.000013361155,0.00029753405,0.00029007398,0.0004004982,0.0015743843],"study_design_scores_gemma":[0.0000015698031,0.000014865242,0.00053367764,0.00012254437,0.0000016287356,0.00017360949,0.9963625,0.000018531842,0.000048868504,0.00009612107,0.0026210449,0.000005162593],"about_ca_topic_score_codex":0.018416863,"about_ca_topic_score_gemma":0.05589895,"teacher_disagreement_score":0.018416863,"about_ca_system_score_codex":0.005303258,"about_ca_system_score_gemma":0.007633095,"threshold_uncertainty_score":0.038478076},"labels":[],"label_agreement":null},{"id":"W2946019115","doi":"10.1017/gmh.2019.7","title":"Using technology to scale-up training and supervision of community health workers in the psychosocial management of perinatal depression: a non-inferiority, randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Government of Canada","keywords":"Competence (human resources); Psychosocial; Randomized controlled trial; Psychology; Likert scale; Rating scale; Nursing; Medicine; Psychiatry; Social psychology; Developmental psychology","score_opus":0.037342192996635035,"score_gpt":0.42509007930347975,"score_spread":0.3877478863068447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946019115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927918,0.015161313,0.0026445,0.0013882822,0.002704151,0.045971945,0.0010109749,0.00019892721,0.0030019614],"genre_scores_gemma":[0.9316323,0.006336681,0.0064725,0.0015187606,0.0011637652,0.050416466,0.00038241743,0.000019968375,0.0020571654],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958538,0.0025522665,0.00044719508,0.0005108166,0.00031641766,0.0003196325],"domain_scores_gemma":[0.99654835,0.0017040183,0.0007079877,0.00026677558,0.00023299844,0.00053991855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047502783,0.0016885438,0.0038719117,0.0009253492,0.0009347328,0.0014457846,0.0015640968,0.003601604,0.008751731],"category_scores_gemma":[0.0060456046,0.00085826044,0.0027535197,0.0008879162,0.0018222487,0.0014508077,0.00082505116,0.0028813125,0.0008048659],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9644732,0.014364598,0.00037088268,0.0025022943,0.001447332,0.0000351002,0.0000905142,0.00015225938,0.0005912439,0.00009820746,0.00033340423,0.015541043],"study_design_scores_gemma":[0.95026964,0.04810194,0.0005437701,0.00012456118,0.00043417618,0.00000842748,0.000025445217,0.00015198605,0.000082930856,0.00007534403,0.00017389513,0.000007783426],"about_ca_topic_score_codex":0.001811109,"about_ca_topic_score_gemma":0.0025025548,"teacher_disagreement_score":0.008751731,"about_ca_system_score_codex":0.0012080664,"about_ca_system_score_gemma":0.0020434794,"threshold_uncertainty_score":0.029277444},"labels":[],"label_agreement":null},{"id":"W2950319501","doi":"10.1017/gmh.2019.9","title":"Methodological approaches to situational analysis in global mental health: a scoping review","year":2019,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto; Queen's University; University of British Columbia","funders":"Victoria General Hospital Foundation; University Health Network Foundation; H. Lundbeck A/S; Mitacs; National Natural Science Foundation of China; University of Cambridge; Allergan; Canadian Network for Mood and Anxiety Treatments; Canadian Institutes of Health Research; Sunovion; Pfizer; Ontario Brain Institute; Servier; St. Jude Medical; Fondation Brain Canada; Ethel and James Flinn Foundation; AstraZeneca","keywords":"Mental health; Situation analysis; Situational ethics; Equity (law); Formative assessment; Business; Situation awareness; Psychology; Political science; Marketing; Psychiatry; Engineering","score_opus":0.5806786701266896,"score_gpt":0.5561590961440698,"score_spread":0.024519573982619836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950319501","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005335506,0.9822375,0.00805082,0.0033155081,0.00075518637,0.002380682,0.00020810925,0.000030064786,0.0024885954],"genre_scores_gemma":[0.010504577,0.9531815,0.024627695,0.0016792535,0.0002537348,0.0089724455,0.00030415357,0.000029943421,0.00044675902],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8983976,0.06591722,0.020810429,0.0032379003,0.01062863,0.0010082577],"domain_scores_gemma":[0.7347143,0.2231926,0.013959569,0.007331254,0.020031413,0.00077079417],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.12491462,0.00264232,0.00560504,0.04028786,0.003418996,0.012681083,0.0040803077,0.004294155,0.005546928],"category_scores_gemma":[0.24597107,0.0022718073,0.006507308,0.040458627,0.006172618,0.0124420235,0.008822823,0.004346893,0.0010580331],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008247794,0.000072750445,0.0011150516,0.5574536,0.0020633533,0.00019217173,0.008658957,0.000732002,0.00024413403,0.0394575,0.009295065,0.38063306],"study_design_scores_gemma":[0.000027812977,0.0000556627,0.00082137814,0.9162442,0.001775376,0.00017945534,0.0047029704,0.00022788474,0.0001228461,0.0123992525,0.06339915,0.00004407168],"about_ca_topic_score_codex":0.012338446,"about_ca_topic_score_gemma":0.028091954,"teacher_disagreement_score":0.87508535,"about_ca_system_score_codex":0.014923108,"about_ca_system_score_gemma":0.044371497,"threshold_uncertainty_score":0.6606195},"labels":[],"label_agreement":null},{"id":"W2999248592","doi":"10.1017/gmh.2019.31","title":"Law enforcement and mental health clinician partnerships in global mental health: outcomes for the Crisis Intervention Team (CIT) model adaptation in Liberia, West Africa","year":2020,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; Carter Center","keywords":"Mental health; Intervention (counseling); Law enforcement; Enforcement; Crisis intervention; Adaptation (eye); Global mental health; Political science; Law; Psychology; Psychiatry","score_opus":0.10864855891173851,"score_gpt":0.3946238454764066,"score_spread":0.2859752865646681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999248592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979943,0.00007986747,0.00008440853,0.0006900309,0.000017287153,0.0003261439,0.00007192848,0.000007644151,0.0007283993],"genre_scores_gemma":[0.9982291,0.00015901256,0.00043627922,0.00016600417,0.000006454735,0.00050988724,0.000087853776,0.000003591145,0.0004018867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981029,0.0008475115,0.00005377807,0.00006909107,0.00010669629,0.00081990304],"domain_scores_gemma":[0.9967012,0.0003642889,0.00046255233,0.0001569446,0.00027212387,0.0020429136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039320407,0.00033639543,0.00028352172,0.00036748304,0.0014496276,0.0015045331,0.0007672273,0.00042060707,0.0032245389],"category_scores_gemma":[0.0065133683,0.0002635447,0.00032579593,0.00063679693,0.0009815902,0.0014239128,0.0036447763,0.0015303872,0.0002143845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062087723,0.04058781,0.60048103,0.0006381299,0.00018541908,0.0013605397,0.042306628,0.0023202654,0.0013598958,0.0018378694,0.008680839,0.29403275],"study_design_scores_gemma":[0.00305214,0.01875264,0.8793019,0.0007973856,0.0001380913,0.00040191176,0.08753109,0.0022591748,0.0007972422,0.00074643624,0.0061484054,0.000073633666],"about_ca_topic_score_codex":0.0325849,"about_ca_topic_score_gemma":0.071570426,"teacher_disagreement_score":0.0325849,"about_ca_system_score_codex":0.005636016,"about_ca_system_score_gemma":0.011483338,"threshold_uncertainty_score":0.06479049},"labels":[],"label_agreement":null},{"id":"W3006371492","doi":"10.1017/gmh.2019.33","title":"Development of a comprehensive, sustained community mental health system in post-earthquake Haiti, 2010–2019","year":2020,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Pan American Health Organization; National Institutes of Health; Ministère de la Santé; Health Innovation Network South London; Grand Challenges Canada; Harvard Global Health Institute; World Health Organization","keywords":"Mental health; Health care; Mental health care; Nursing; Mental health service; Medicine; Political science; Psychiatry","score_opus":0.06316382415585906,"score_gpt":0.37676965915077837,"score_spread":0.31360583499491934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006371492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8339358,0.0030781734,0.007656212,0.07237575,0.0010544292,0.0062301783,0.001922558,0.0007488062,0.072998054],"genre_scores_gemma":[0.94935906,0.001769867,0.023912018,0.0062954775,0.0001536436,0.0016096577,0.0019953405,0.000054077776,0.014850869],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988537,0.00023989625,0.00007120378,0.000073553136,0.00016486146,0.0005967149],"domain_scores_gemma":[0.9972229,0.00008095342,0.0001534084,0.000094474766,0.00068624085,0.0017620133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00311114,0.0002830048,0.00012212241,0.000786055,0.0034328487,0.002871015,0.0016325122,0.0010996321,0.0042256564],"category_scores_gemma":[0.002675706,0.00043721413,0.00027313174,0.00054394046,0.0016164574,0.0017224738,0.0061115297,0.0019737969,0.0010356022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055667345,0.003950709,0.20559159,0.0020497611,0.00022499752,0.0060591255,0.0405934,0.0032431171,0.02000253,0.025438229,0.099278115,0.5930118],"study_design_scores_gemma":[0.0003701719,0.0031849218,0.5902526,0.0017105154,0.00012824975,0.0018322411,0.071886286,0.004151654,0.0045755845,0.0027898895,0.31895784,0.00016010563],"about_ca_topic_score_codex":0.12863092,"about_ca_topic_score_gemma":0.26940003,"teacher_disagreement_score":0.12863092,"about_ca_system_score_codex":0.010422474,"about_ca_system_score_gemma":0.06409166,"threshold_uncertainty_score":0.25576442},"labels":[],"label_agreement":null},{"id":"W3097299203","doi":"10.1017/gmh.2020.24","title":"Factors influencing medical students and psychiatry residents in Ghana to consider psychiatry as a career option – a qualitative study","year":2020,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Qualitative research; Psychiatry; Psychology; Medical education; Medicine; Family medicine; Sociology; Social science","score_opus":0.09966443539159124,"score_gpt":0.5071642014788805,"score_spread":0.4074997660872893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097299203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668735,0.0003546679,0.0002510613,0.0014489713,0.000036247955,0.000106288404,0.000049792146,0.0000032919468,0.0010623697],"genre_scores_gemma":[0.99646133,0.000679542,0.00045396932,0.0010291846,0.0000207703,0.00017429313,0.000034809924,0.0000052329715,0.0011407853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974281,0.0016160366,0.0000781692,0.00014403206,0.00016172153,0.0005719725],"domain_scores_gemma":[0.9935353,0.003523836,0.0008411233,0.00009884091,0.00046169735,0.0015391966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005343365,0.000357437,0.00046328118,0.0007692479,0.0053544594,0.0020529393,0.00087365526,0.0011261893,0.0033986],"category_scores_gemma":[0.006900054,0.0005747355,0.00026445207,0.00082174287,0.0040779095,0.0017694767,0.0026352373,0.0019439602,0.00025204226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004260925,0.00012887572,0.014643455,0.00022548053,0.0000053423664,0.0012091793,0.9771828,0.000022835598,0.0010599142,0.00048959674,0.0007494852,0.0042405324],"study_design_scores_gemma":[0.000003970109,0.000062450395,0.004215261,0.000105744395,0.0000019363163,0.00016398127,0.99210733,0.000027725095,0.00008060959,0.000058566762,0.0031660034,0.000006334863],"about_ca_topic_score_codex":0.007313547,"about_ca_topic_score_gemma":0.016492506,"teacher_disagreement_score":0.007313547,"about_ca_system_score_codex":0.0029702573,"about_ca_system_score_gemma":0.0040576644,"threshold_uncertainty_score":0.02825874},"labels":[],"label_agreement":null},{"id":"W3129446193","doi":"10.1017/gmh.2021.6","title":"Assessment of service provider competency for child and adolescent psychological treatments and psychosocial services in global mental health: evaluation of feasibility and reliability of the WeACT tool in Gaza, Palestine","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Porticus Foundation","keywords":"Mental health; Psychosocial; Palestine; Reliability (semiconductor); Mental health service; Gaza strip; Service provider; Psychology; Medicine; Psychiatry; Service (business); Nursing; Clinical psychology; Business","score_opus":0.050537265696966746,"score_gpt":0.4369896026752679,"score_spread":0.3864523369783011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129446193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862134,0.00008719054,0.00027897675,0.00008684308,0.000009767965,0.00020886303,0.00009278606,0.000004987366,0.0006092552],"genre_scores_gemma":[0.99751055,0.000105523504,0.0016751826,0.000038836,0.0000038253647,0.0003450305,0.00012247702,0.0000017790736,0.00019683669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944354,0.0034815152,0.0005771743,0.0002692876,0.00084165815,0.00039486645],"domain_scores_gemma":[0.9934077,0.003021579,0.0013574295,0.00054375845,0.0011638287,0.00050557475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015530192,0.00044555723,0.00031951477,0.0011611184,0.0006596482,0.00093841867,0.0007899702,0.00048792662,0.0012308371],"category_scores_gemma":[0.014493101,0.00045340977,0.00042951157,0.00084879703,0.0009999698,0.00060782273,0.0016090017,0.0009673868,0.00021446832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002791269,0.00060026895,0.95678514,0.00015018973,0.000053568092,0.0001431921,0.005979322,0.000376865,0.0008874235,0.00010299557,0.00026397128,0.034377947],"study_design_scores_gemma":[0.00006420883,0.00096566824,0.98874575,0.00013464197,0.000019572766,0.00017067869,0.0072270525,0.0009059755,0.00077394187,0.000058178484,0.0009206213,0.000013698581],"about_ca_topic_score_codex":0.0055055497,"about_ca_topic_score_gemma":0.012314692,"teacher_disagreement_score":0.015530192,"about_ca_system_score_codex":0.0014216575,"about_ca_system_score_gemma":0.002531376,"threshold_uncertainty_score":0.08213252},"labels":[],"label_agreement":null},{"id":"W3130453056","doi":"10.1017/gmh.2021.4","title":"Utilizing a church-based platform for mental health interventions: exploring the role of the clergy and the treatment preference of women with depression","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences","keywords":"Mental health; Psychological intervention; Depression (economics); Economic shortage; Preference; Medicine; Psychology; Mental health care; Psychiatry","score_opus":0.08421489348409573,"score_gpt":0.37111022655649156,"score_spread":0.28689533307239584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130453056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988551,0.00006699871,0.000048284794,0.00031977653,0.000005300274,0.00001578392,0.000008755124,4.1595518e-7,0.00067951606],"genre_scores_gemma":[0.99931943,0.000083217536,0.00012581817,0.00015576585,0.0000034249,0.000023567329,0.00000780943,5.846542e-7,0.00028030024],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998782,0.0008675585,0.00003647583,0.000050863353,0.00007987412,0.0001832217],"domain_scores_gemma":[0.9983374,0.0009006964,0.00030870715,0.000044270786,0.000118093725,0.00029086968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022769473,0.000117942596,0.00014893005,0.00020584288,0.0015596612,0.0008022736,0.00029592242,0.00036438694,0.0031823295],"category_scores_gemma":[0.0049119275,0.00013369,0.00017750278,0.00013032937,0.0005058585,0.00051808765,0.0007820842,0.00062772,0.000120433084],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068147597,0.0024274606,0.61212474,0.0005196161,0.000083570216,0.0015627259,0.2852231,0.0001269615,0.004699313,0.00095785916,0.0025225114,0.089070626],"study_design_scores_gemma":[0.00006712029,0.0012150791,0.37020233,0.00028894065,0.000053051823,0.00063321803,0.619263,0.0005899284,0.00088287174,0.00029838207,0.00647421,0.000031912237],"about_ca_topic_score_codex":0.0043869996,"about_ca_topic_score_gemma":0.012898992,"teacher_disagreement_score":0.0043869996,"about_ca_system_score_codex":0.0005265566,"about_ca_system_score_gemma":0.0010375264,"threshold_uncertainty_score":0.012041748},"labels":[],"label_agreement":null},{"id":"W3133802444","doi":"10.1017/gmh.2021.3","title":"A community health volunteer delivered problem-solving therapy mobile application based on the Friendship Bench ‘Inuka Coaching’ in Kenya: A pilot cohort study","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Health coaching; Cohort; Coaching; Medicine; Mental health; Psychological intervention; Workforce; Intervention (counseling); mHealth; Family medicine; Physical therapy; Psychology; Nursing; Psychiatry","score_opus":0.0380243580604318,"score_gpt":0.37214040587951175,"score_spread":0.33411604781907994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133802444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719656,0.00006425772,0.00007892408,0.00007008663,0.00001713316,0.0019152113,0.0001374823,0.0000060094885,0.00051433075],"genre_scores_gemma":[0.9916121,0.0004939356,0.0011845726,0.00031145,0.000033682983,0.0037571571,0.0002981276,0.000010727726,0.0022982291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906784,0.00033139536,0.0000475569,0.00010274328,0.000110127105,0.00034038554],"domain_scores_gemma":[0.9988167,0.00020143809,0.00012131155,0.0000787327,0.0002614259,0.0005203673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021321063,0.00093646394,0.0007229845,0.00066994625,0.0040502218,0.0010632135,0.00084126566,0.0009256639,0.0050641866],"category_scores_gemma":[0.0020345459,0.0006877843,0.0007514077,0.00050341786,0.00078438147,0.00088706845,0.0011009104,0.0011552062,0.0008649885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014525084,0.25827837,0.43439206,0.0033229322,0.0005448865,0.006552399,0.09614943,0.0004159294,0.017296722,0.00048817488,0.0071236514,0.16091037],"study_design_scores_gemma":[0.008616736,0.17879075,0.71685654,0.0007357843,0.00068951043,0.0012996795,0.07738968,0.0006832442,0.002764189,0.00018253445,0.011789318,0.0002020763],"about_ca_topic_score_codex":0.025629766,"about_ca_topic_score_gemma":0.054208364,"teacher_disagreement_score":0.025629766,"about_ca_system_score_codex":0.001259741,"about_ca_system_score_gemma":0.003921948,"threshold_uncertainty_score":0.050961137},"labels":[],"label_agreement":null},{"id":"W3169220313","doi":"10.1017/gmh.2021.17","title":"Evaluating clinical outcomes of routinely delivered task-shared care for depression in rural Haiti","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada","keywords":"Psychological intervention; Medicine; Depression (economics); Mental health; Health care; Psychiatry; Family medicine","score_opus":0.09765675360755141,"score_gpt":0.499774424566853,"score_spread":0.4021176709593016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169220313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99924517,0.000060905146,0.00012174962,0.00006459195,0.000004941036,0.00012480536,0.00017671101,0.000004629477,0.00019654422],"genre_scores_gemma":[0.9992999,0.000033175616,0.00024496333,0.000025437985,0.000006369815,0.00020399754,0.0001365154,9.0504017e-7,0.000048893056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99486107,0.003498387,0.00038693528,0.00039380245,0.00046572284,0.00039395495],"domain_scores_gemma":[0.98997086,0.0027136945,0.0045011933,0.00055924116,0.0011590747,0.0010959356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006198401,0.00040285854,0.00042529183,0.0006238171,0.0007440495,0.0007701467,0.0009268951,0.000514065,0.0011115103],"category_scores_gemma":[0.01563796,0.00024173426,0.0010277276,0.00087686774,0.0006897026,0.00068102893,0.001481707,0.00069024146,0.00013312086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017232177,0.0030423705,0.9563026,0.00036733603,0.00076564186,0.00006166526,0.0019847888,0.0013200138,0.0004715229,0.00006963388,0.00041105464,0.033480138],"study_design_scores_gemma":[0.00019595094,0.0064228126,0.98834515,0.00008582648,0.00024199045,0.000040875046,0.0016951772,0.0023151306,0.00035691398,0.000058742356,0.00022015038,0.000021241642],"about_ca_topic_score_codex":0.027637525,"about_ca_topic_score_gemma":0.03367184,"teacher_disagreement_score":0.027637525,"about_ca_system_score_codex":0.00234274,"about_ca_system_score_gemma":0.0028255307,"threshold_uncertainty_score":0.054953277},"labels":[],"label_agreement":null},{"id":"W3173216082","doi":"10.1017/gmh.2021.21","title":"Contextual factors associated with depression among Northern and Indigenous adolescents in the Northwest Territories, Canada","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; CAAN Communities, Alliances & Network; Institute for Christian Studies; United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Aurora Research Institute","keywords":"Depression (economics); Demography; Suicide prevention; Mental health; Psychological intervention; Logistic regression; Odds; Poison control; Injury prevention; Indigenous; Medicine; Occupational safety and health; Psychology; Psychiatry; Clinical psychology; Environmental health","score_opus":0.01741518057252394,"score_gpt":0.2966928509633726,"score_spread":0.27927767039084866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173216082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597675,0.0005759294,0.000045449735,0.0002763187,0.000008669345,0.000027547578,0.0011299985,0.0000028086738,0.0019565816],"genre_scores_gemma":[0.99851567,0.0005373455,0.00009084887,0.00005938036,0.000003807687,0.000015791578,0.00038477298,0.0000014319875,0.0003908869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995888,0.00004862425,0.000019298568,0.000049598028,0.00010024018,0.00019347137],"domain_scores_gemma":[0.99920255,0.000045098608,0.00015007015,0.000019403757,0.00029184087,0.0002910812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039470597,0.00017313787,0.00027711847,0.00065293134,0.002611988,0.0010425851,0.00063141825,0.00019011796,0.0015675856],"category_scores_gemma":[0.0010003158,0.00015223482,0.00025640483,0.0018430874,0.00054918206,0.00020781692,0.0008050619,0.0004803126,0.00010001115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019046804,0.000026315014,0.99393517,0.000033952045,0.000024845862,0.00007113379,0.0015848961,0.000040112518,0.000078988305,0.000055333952,0.0005327152,0.0035975222],"study_design_scores_gemma":[0.0000020200189,0.00000847819,0.99449277,0.000050985607,0.000015026954,0.000035771565,0.0048890617,0.000056853445,0.00002799691,0.000019898045,0.00039738466,0.0000036691538],"about_ca_topic_score_codex":0.9901878,"about_ca_topic_score_gemma":0.99480057,"teacher_disagreement_score":0.009812176,"about_ca_system_score_codex":0.009480544,"about_ca_system_score_gemma":0.018493295,"threshold_uncertainty_score":0.06878656},"labels":[],"label_agreement":null},{"id":"W3206674165","doi":"10.1017/gmh.2021.38","title":"Adaptation of a school-based mental health literacy curriculum: from Canadian to English classrooms","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department for Education, UK Government","keywords":"Curriculum; Thematic analysis; Psychological intervention; Context (archaeology); Adaptation (eye); Medical education; Mental health; Mental health literacy; Flexibility (engineering); Psychology; Consistency (knowledge bases); Literacy; Pedagogy; Qualitative research; Medicine; Sociology; Nursing; Mental illness; Computer science; Geography","score_opus":0.022202671038828562,"score_gpt":0.3568429169568761,"score_spread":0.33464024591804753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206674165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97886306,0.0005348787,0.0009775303,0.0018494216,0.00012356581,0.0019652625,0.00042294114,0.00014328663,0.01511994],"genre_scores_gemma":[0.9687381,0.0011881869,0.01487897,0.0010804759,0.000028277776,0.0014881269,0.0006476824,0.00006647081,0.011883757],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9967079,0.0007127705,0.00012430873,0.0003770457,0.00089613657,0.0011817919],"domain_scores_gemma":[0.99421114,0.00062088604,0.00022355586,0.000211497,0.0019983482,0.0027345314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051865405,0.0006038725,0.0004835498,0.0012758796,0.006763838,0.0024893023,0.0025122664,0.000761799,0.0029965774],"category_scores_gemma":[0.0080034565,0.0004240385,0.0005326807,0.0013506867,0.0016799145,0.0009099642,0.0029353634,0.0012731289,0.00039523235],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083586597,0.0065876306,0.08378912,0.001902893,0.00006165949,0.003441809,0.34861156,0.0014056258,0.0069942228,0.0027550913,0.027571075,0.5160435],"study_design_scores_gemma":[0.00052545714,0.002755886,0.4218672,0.0027026157,0.00021144169,0.00065302924,0.31848952,0.0011476263,0.005319615,0.0007670271,0.24514632,0.00041422521],"about_ca_topic_score_codex":0.9434255,"about_ca_topic_score_gemma":0.98224336,"teacher_disagreement_score":0.06865274,"about_ca_system_score_codex":0.06865274,"about_ca_system_score_gemma":0.17240232,"threshold_uncertainty_score":0.49811286},"labels":[],"label_agreement":null},{"id":"W4213102862","doi":"10.1017/gmh.2022.4","title":"Investing in mental health in Somalia: harnessing community mental health services through task shifting","year":2022,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Task (project management); Psychology; Psychiatry; Economics; Management","score_opus":0.03506252310020854,"score_gpt":0.36328416917714074,"score_spread":0.3282216460769322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213102862","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29383174,0.17810257,0.005771681,0.38748613,0.0031806778,0.00061406946,0.00022024981,0.0002111899,0.1305817],"genre_scores_gemma":[0.8732384,0.09482995,0.009166678,0.019110084,0.00054880243,0.00039639988,0.00010044519,0.000018634348,0.0025906833],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952306,0.0032488112,0.00021089573,0.00016058338,0.0003571318,0.0007918737],"domain_scores_gemma":[0.9945545,0.002723981,0.0007691483,0.0002738698,0.00034378187,0.0013346968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006797126,0.00033156108,0.00046913323,0.0022235604,0.005081213,0.0068816035,0.0014682855,0.0023233558,0.003569432],"category_scores_gemma":[0.01122394,0.000240132,0.0006343872,0.0028133953,0.005795978,0.005239495,0.010127739,0.0023747764,0.00045130416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110174646,0.00060576206,0.018497597,0.014492602,0.00022548254,0.0015830969,0.12416609,0.0006213033,0.001127194,0.062878534,0.05024772,0.7254444],"study_design_scores_gemma":[0.0001564761,0.0008653157,0.055852637,0.044448968,0.00030625024,0.001331587,0.4358626,0.0005889876,0.00073140714,0.089302234,0.37043557,0.000118011725],"about_ca_topic_score_codex":0.0070768334,"about_ca_topic_score_gemma":0.01976345,"teacher_disagreement_score":0.0070768334,"about_ca_system_score_codex":0.0050563486,"about_ca_system_score_gemma":0.026758628,"threshold_uncertainty_score":0.03668654},"labels":[],"label_agreement":null},{"id":"W4220664069","doi":"10.1017/gmh.2021.42","title":"Building Resilience Against ViolencE (BRAVE): protocol of a parenting intervention for mothers and fathers with post-traumatic stress disorder in Pakistan","year":2022,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child Therapy and Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Pakistan Institute of Living and Learning","keywords":"Intervention (counseling); Clinical psychology; Anxiety; Randomized controlled trial; Medicine; Traumatic stress; Psychiatry; Mental health; Patient Health Questionnaire; Psychology; Depressive symptoms","score_opus":0.012666449436331603,"score_gpt":0.3597243286542902,"score_spread":0.3470578792179586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220664069","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041771904,0.00046646962,0.0011504387,0.00026424706,0.00017599663,0.95383966,0.0009161636,0.000055626933,0.0013594896],"genre_scores_gemma":[0.018670788,0.00056354736,0.0039086672,0.00023536888,0.00005352589,0.9751441,0.00022632074,0.0000031284098,0.0011944466],"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693465,0.0012924116,0.00040532867,0.00042831743,0.000322641,0.0006165624],"domain_scores_gemma":[0.997889,0.00041719986,0.00029470614,0.00017964773,0.000371358,0.00084812863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006619672,0.0016497156,0.0032930877,0.0010614424,0.0024967445,0.00097381044,0.0023768456,0.002225064,0.035470847],"category_scores_gemma":[0.0039749476,0.0015695273,0.0021575852,0.00076741196,0.0013141173,0.00086736254,0.001709368,0.0038010478,0.002828827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.28698608,0.3185278,0.005680242,0.0463921,0.0010421193,0.0020467055,0.009806631,0.0064803483,0.009735155,0.0028742654,0.02039952,0.2900291],"study_design_scores_gemma":[0.5253268,0.346085,0.033603452,0.009659532,0.0010341721,0.00041399663,0.0055950955,0.0012315545,0.0040652696,0.0024482063,0.070249185,0.00028774265],"about_ca_topic_score_codex":0.004296721,"about_ca_topic_score_gemma":0.010549603,"teacher_disagreement_score":0.035470847,"about_ca_system_score_codex":0.0025554467,"about_ca_system_score_gemma":0.011838263,"threshold_uncertainty_score":0.11866182},"labels":[],"label_agreement":null},{"id":"W4232597569","doi":"10.1017/gmh.2020.10","title":"Measuring functional disability in children with developmental disorders in low-resource settings: validation of Developmental Disorders-Children Disability Assessment Schedule (DD-CDAS) in rural Pakistan","year":2020,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; Grand Challenges Canada; Autism Speaks","keywords":"Confirmatory factor analysis; Discriminant validity; Convergent validity; Medicine; International Classification of Functioning, Disability and Health; Psychology; Structural equation modeling; Physical therapy; Clinical psychology; Gerontology; Internal consistency; Psychometrics; Statistics","score_opus":0.012549889488066786,"score_gpt":0.2702968097623797,"score_spread":0.2577469202743129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232597569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980118,0.00011094661,0.00025268737,0.000090180554,0.000009748085,0.0002575825,0.0006007764,0.000003196242,0.0006630648],"genre_scores_gemma":[0.9969379,0.00026103022,0.0016519249,0.000039902705,0.0000040747173,0.00042734834,0.00057065696,0.0000017143627,0.00010556093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886984,0.00035129813,0.00019201418,0.00014020193,0.00027768855,0.00016889677],"domain_scores_gemma":[0.9980751,0.00052986585,0.00057494105,0.00008542411,0.0005276604,0.00020698686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027203138,0.00033973195,0.00029767508,0.0008717111,0.0008210709,0.00046069702,0.00043629386,0.00026133403,0.0011422134],"category_scores_gemma":[0.005127583,0.00022481622,0.00035529022,0.0009944334,0.00061126135,0.0004155627,0.00083977956,0.0006937704,0.00017617794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005852169,0.00024407888,0.9731435,0.00019252919,0.000016897831,0.0003219605,0.0047637257,0.00019042176,0.0004290302,0.00011350148,0.0005476827,0.019978229],"study_design_scores_gemma":[0.000021853031,0.00030977407,0.99133813,0.00012929508,0.000010931805,0.00032671017,0.006321368,0.00020841305,0.00027590923,0.00006420489,0.0009838662,0.000009537363],"about_ca_topic_score_codex":0.025060108,"about_ca_topic_score_gemma":0.04235401,"teacher_disagreement_score":0.025060108,"about_ca_system_score_codex":0.0011569688,"about_ca_system_score_gemma":0.0026816474,"threshold_uncertainty_score":0.04982853},"labels":[],"label_agreement":null},{"id":"W4281386545","doi":"10.1017/gmh.2022.30","title":"Anxiety and depressive symptoms among physicians during the COVID-19 pandemic in Bangladesh: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institutes of Health; King's College London; Department of Health and Social Care; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Anxiety; Cross-sectional study; Medicine; Depression (economics); Feeling; Pandemic; Hospital Anxiety and Depression Scale; Psychiatry; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychology; Disease; Infectious disease (medical specialty); Internal medicine","score_opus":0.03549463875360252,"score_gpt":0.392647702379837,"score_spread":0.35715306362623445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281386545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991373,0.00015502486,0.000019161726,0.000057974983,0.0000028357938,0.000020826476,0.0002658464,7.068657e-7,0.00034027273],"genre_scores_gemma":[0.99928445,0.00022566773,0.000047310194,0.00006115217,0.000004631801,0.000019269874,0.00018461776,3.1959303e-7,0.000172593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975485,0.0000524353,0.000040904397,0.00004439567,0.00005403414,0.00005341043],"domain_scores_gemma":[0.9994567,0.0000627492,0.00023875934,0.000022306802,0.00008035586,0.00013917043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034226195,0.00017444434,0.00021529729,0.00043054044,0.00049125805,0.00042907058,0.00014521532,0.00039361682,0.0012452055],"category_scores_gemma":[0.00085789454,0.00029496473,0.0002163156,0.00062075205,0.00018331764,0.00027805165,0.00028190072,0.00035994023,0.0002317233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026113152,0.00006720501,0.9982645,0.000020747766,0.0000151453505,0.000087862165,0.00050235726,0.0000076068577,0.00017663105,0.000005797764,0.00008222555,0.00074389135],"study_design_scores_gemma":[0.000004614831,0.00014209199,0.99781716,0.000012184485,0.000009393968,0.00023572096,0.0015730414,0.000021269461,0.000024619298,0.000004314717,0.00015237137,0.0000032846367],"about_ca_topic_score_codex":0.010448956,"about_ca_topic_score_gemma":0.019749938,"teacher_disagreement_score":0.010448956,"about_ca_system_score_codex":0.0003555113,"about_ca_system_score_gemma":0.00028236015,"threshold_uncertainty_score":0.020776272},"labels":[],"label_agreement":null},{"id":"W4292478427","doi":"10.1017/gmh.2022.44","title":"Longitudinal experiences and risk factors for common mental health problems and suicidal behaviours among female sex workers in Nairobi, Kenya","year":2022,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Department for International Development, UK Government","keywords":"Mental health; Female sex; Environmental health; Longitudinal study; Medicine; Psychiatry; Psychology; Demography; Sociology","score_opus":0.026107802203066383,"score_gpt":0.3286546260472292,"score_spread":0.30254682384416287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292478427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985858,0.00027842063,0.000021152551,0.00014641964,0.0000040291884,0.000020127507,0.0006331985,0.0000012118765,0.0003096377],"genre_scores_gemma":[0.9988877,0.0002525394,0.00006182332,0.000057078287,0.000003214715,0.000032827385,0.00039133136,7.568332e-7,0.00031268437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99969494,0.00006659656,0.000029543875,0.000048113397,0.000044094024,0.000116751056],"domain_scores_gemma":[0.99954873,0.000028652134,0.00022633767,0.000014665232,0.000067160036,0.00011438239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065888267,0.00027644238,0.00022846485,0.0006561214,0.0014684645,0.000578857,0.00048345557,0.0005895649,0.0021769002],"category_scores_gemma":[0.0013331687,0.0004813475,0.000318776,0.00077133765,0.00037311186,0.00066701596,0.0010173789,0.00083986955,0.0002475357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017670609,0.000022474245,0.99812657,0.000017574848,0.000014263935,0.00006452912,0.00078808103,0.000009190827,0.00006746541,0.000008765006,0.0001258366,0.0007376696],"study_design_scores_gemma":[0.0000020662628,0.000034331963,0.9972101,0.000042915402,0.000008025611,0.000082024875,0.0024094654,0.000033943183,0.0000114136255,0.000007800085,0.00015479358,0.0000030757055],"about_ca_topic_score_codex":0.17088462,"about_ca_topic_score_gemma":0.29780006,"teacher_disagreement_score":0.17088462,"about_ca_system_score_codex":0.001204774,"about_ca_system_score_gemma":0.001265338,"threshold_uncertainty_score":0.3397799},"labels":[],"label_agreement":null},{"id":"W4382237142","doi":"10.1017/gmh.2023.19","title":"Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States","year":2023,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Mental Health; Duke Global Health Institute, Duke University; University of Cambridge; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Intervention (counseling); Narrative; Medicine; Nursing; Training (meteorology); Quality (philosophy); Psychology; Family medicine; Medical education; Psychiatry; Geography","score_opus":0.16556043789005886,"score_gpt":0.5128399934919359,"score_spread":0.347279555601877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382237142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002269243,0.99310803,0.00040173944,0.0015028244,0.0002058156,0.00029254498,0.00007164694,0.000005564726,0.0021425236],"genre_scores_gemma":[0.020646669,0.97585756,0.0016312522,0.0010207191,0.00005545048,0.000391589,0.000054750923,0.0000053205536,0.00033670274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948506,0.0029876838,0.0010527219,0.00024781516,0.00066662714,0.00019448489],"domain_scores_gemma":[0.9885761,0.009208976,0.0012632019,0.0001322495,0.0007076372,0.00011182158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067533967,0.0008786299,0.001190436,0.004550501,0.0012014838,0.002413371,0.0011581547,0.0016993256,0.0021300674],"category_scores_gemma":[0.02075144,0.0004881849,0.0014327678,0.005370334,0.0010136662,0.0022765107,0.0016474874,0.0014848044,0.00031694022],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016295699,0.00011422324,0.0011503906,0.4665701,0.00070557685,0.0017093625,0.017540539,0.0004320231,0.00055538554,0.010677204,0.020183837,0.48019835],"study_design_scores_gemma":[0.00005670168,0.00018312692,0.003164148,0.6983445,0.0015412724,0.0027529635,0.012097575,0.00012073516,0.00048509944,0.0010753189,0.2801218,0.00005675594],"about_ca_topic_score_codex":0.0061894218,"about_ca_topic_score_gemma":0.02241835,"teacher_disagreement_score":0.0067533967,"about_ca_system_score_codex":0.0035375617,"about_ca_system_score_gemma":0.009400632,"threshold_uncertainty_score":0.03571582},"labels":[],"label_agreement":null},{"id":"W4386697467","doi":"10.1017/gmh.2023.52","title":"Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations","year":2023,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute; University of Ottawa","funders":"Institute of Indigenous Peoples' Health; Institute of Aboriginal Peoples Health; Canadian Institutes of Health Research; McGill University","keywords":"Indigenous; Psychology; Clinical psychology; Depression (economics); Ecology; Biology","score_opus":0.17929242394455466,"score_gpt":0.4375385143937698,"score_spread":0.2582460904492151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386697467","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016611612,0.993867,0.00055783155,0.0008159206,0.00023941102,0.0016133619,0.0006544862,0.00001755017,0.00057332066],"genre_scores_gemma":[0.027751733,0.96196645,0.0038838072,0.0015895022,0.00010189266,0.0040604305,0.00048747496,0.000018721626,0.00014004618],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96769005,0.013068936,0.012174502,0.0016684431,0.0049411478,0.00045696637],"domain_scores_gemma":[0.8885201,0.08264163,0.016888626,0.0024766205,0.008831319,0.00064176094],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.038270358,0.001541871,0.008896501,0.012356421,0.0013998409,0.0047114887,0.0031163932,0.0025183787,0.0043232427],"category_scores_gemma":[0.17334525,0.0015176573,0.006059147,0.012330362,0.0022382406,0.005586229,0.0024762354,0.0016947122,0.00036541474],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008549577,0.000011241954,0.00077699084,0.9509825,0.004242422,0.00007634656,0.00056703604,0.00005000621,0.00009786689,0.00032708232,0.0011821111,0.04160091],"study_design_scores_gemma":[0.00011880289,0.00007447381,0.00233638,0.9700907,0.016531423,0.00014482978,0.00041412775,0.00004628129,0.000081056096,0.00037036702,0.009768016,0.000023634111],"about_ca_topic_score_codex":0.010959799,"about_ca_topic_score_gemma":0.03809551,"teacher_disagreement_score":0.96172965,"about_ca_system_score_codex":0.0059086233,"about_ca_system_score_gemma":0.02761956,"threshold_uncertainty_score":0.20239538},"labels":[],"label_agreement":null},{"id":"W4388929172","doi":"10.1017/gmh.2023.75","title":"The methods of improving cultural sensitivity of depression scales for use among global indigenous populations: a systematic scoping review","year":2023,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Douglas Mental Health University Institute","funders":"Institute of Aboriginal Peoples Health; Strategic Research Council; Canadian Institutes of Health Research; University of Cambridge; McGill University","keywords":"CINAHL; PsycINFO; Indigenous; Clinical psychology; MEDLINE; Psychology; Cultural diversity; Cross-cultural studies; Systematic review; Medicine; Applied psychology; Psychiatry; Social psychology; Psychological intervention; Sociology; Political science; Anthropology","score_opus":0.07258043178621101,"score_gpt":0.4360277995312038,"score_spread":0.36344736774499276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388929172","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018867751,0.95254755,0.010642828,0.0031676558,0.0011378888,0.02614908,0.0015860104,0.00009725935,0.0027850165],"genre_scores_gemma":[0.0164873,0.8840592,0.04293277,0.0018364219,0.0002893876,0.052729074,0.0011085417,0.000055706303,0.0005016059],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8536568,0.061115753,0.06172668,0.0041648364,0.018111343,0.0012245729],"domain_scores_gemma":[0.6535077,0.2673252,0.03153339,0.009566596,0.03703449,0.0010326186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1606144,0.003356604,0.010122416,0.057994653,0.0032380589,0.008900276,0.0051016673,0.0043014707,0.006118091],"category_scores_gemma":[0.39318815,0.002929626,0.012052972,0.037372157,0.0039060735,0.011553667,0.006706804,0.003232065,0.00091817824],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006750442,0.000029410396,0.000780708,0.8732091,0.0037499757,0.00009576871,0.0018633006,0.0001764819,0.00018495848,0.0016719267,0.0024255041,0.1157454],"study_design_scores_gemma":[0.0000482356,0.000037143778,0.00073375145,0.97682846,0.0074960333,0.00007459457,0.00051443354,0.000085505235,0.00012634732,0.00069229066,0.01333279,0.0000303776],"about_ca_topic_score_codex":0.0128546925,"about_ca_topic_score_gemma":0.036198765,"teacher_disagreement_score":0.1606144,"about_ca_system_score_codex":0.012226206,"about_ca_system_score_gemma":0.060310315,"threshold_uncertainty_score":0.8494203},"labels":[],"label_agreement":null},{"id":"W4390397732","doi":"10.1017/gmh.2023.91","title":"Barriers and Facilitators to the Implementation of Mental Health and Psychosocial Support Programmes Following Natural Disasters in Developing Countries: a Systematic Review","year":2023,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"London School of Hygiene and Tropical Medicine","keywords":"Mental health; Psychosocial; Natural disaster; Developing country; Context (archaeology); Medicine; Psychological intervention; Critical appraisal; Nursing; Psychology; Economic growth; Psychiatry; Geography; Alternative medicine","score_opus":0.030923137797805967,"score_gpt":0.4596118879341218,"score_spread":0.4286887501363158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390397732","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050697178,0.9914443,0.00034491494,0.00086253445,0.00015258128,0.0011034957,0.00039478467,0.000013054198,0.0006146709],"genre_scores_gemma":[0.03561075,0.9606312,0.0011570554,0.00054901483,0.000049919552,0.0016289304,0.00021405537,0.0000073101546,0.00015187777],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9844136,0.006669462,0.0050027072,0.00066742435,0.0026535334,0.0005932941],"domain_scores_gemma":[0.92820054,0.05533567,0.009536754,0.0008191906,0.005307052,0.000800889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020216914,0.0012667623,0.005301872,0.009424245,0.0012326022,0.003748254,0.0018811435,0.001972943,0.003016617],"category_scores_gemma":[0.09344149,0.0012988237,0.005457652,0.010970111,0.001260535,0.0034723205,0.00270333,0.0015879839,0.00022117015],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012778577,0.000027955928,0.0015994234,0.93938726,0.0037907537,0.00014901391,0.0021247263,0.00011365219,0.00009437556,0.00041638245,0.0013149543,0.050853655],"study_design_scores_gemma":[0.000077289274,0.000110955516,0.0038372308,0.9664175,0.015358469,0.00022326694,0.0022058072,0.00005634928,0.00011229993,0.00022371348,0.011347838,0.000029422445],"about_ca_topic_score_codex":0.012974661,"about_ca_topic_score_gemma":0.039782044,"teacher_disagreement_score":0.020216914,"about_ca_system_score_codex":0.0057037487,"about_ca_system_score_gemma":0.034379423,"threshold_uncertainty_score":0.106918514},"labels":[],"label_agreement":null},{"id":"W4391318751","doi":"10.1017/gmh.2024.10","title":"COVID-19 knowledge and mental health impact assessment in Haiti","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; York University","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Psychology; Medicine; Psychiatry; Geography; Pathology; Outbreak","score_opus":0.03520226346646176,"score_gpt":0.40955835714075084,"score_spread":0.37435609367428907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391318751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978941,0.000059548907,0.00005036466,0.00020148823,0.0000036683987,0.00005411823,0.0004486176,0.000003537534,0.0012844693],"genre_scores_gemma":[0.9989104,0.00011346003,0.00014524802,0.00010267107,0.0000053905846,0.00006949298,0.00034271769,0.0000011026358,0.00030949473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995449,0.00014820941,0.00005231257,0.000030335616,0.00009391618,0.0001303494],"domain_scores_gemma":[0.9989046,0.00020204263,0.00043123562,0.000042939646,0.00019636728,0.00022282332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012009626,0.00019739628,0.00017096584,0.0009897433,0.0006262339,0.0006734674,0.00034369968,0.00032569966,0.0016099388],"category_scores_gemma":[0.0032321205,0.00017863596,0.00030733758,0.0010417303,0.00040245012,0.0007259944,0.00090809463,0.0006759488,0.00022227791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027573064,0.00023558697,0.9921417,0.000031218344,0.000021505279,0.00005589004,0.0011488821,0.00007878617,0.00006853697,0.000040732786,0.00039254685,0.005757025],"study_design_scores_gemma":[0.000004391856,0.00017539627,0.9947643,0.000030115703,0.000013594213,0.00006228976,0.0039906492,0.00031729642,0.000058598413,0.000035501387,0.0005407105,0.000007089641],"about_ca_topic_score_codex":0.10013407,"about_ca_topic_score_gemma":0.15519813,"teacher_disagreement_score":0.10013407,"about_ca_system_score_codex":0.0016091113,"about_ca_system_score_gemma":0.0014640411,"threshold_uncertainty_score":0.19910246},"labels":[],"label_agreement":null},{"id":"W4391535782","doi":"10.1017/gmh.2024.11","title":"Scaling up the task-sharing of psychological therapies: A formative study of the PEERS smartphone application for supervision and quality assurance in rural India","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Grand Challenges Canada","keywords":"Formative assessment; Task (project management); Psychology; Quality assurance; Quality (philosophy); Scaling; Applied psychology; Computer science; Human–computer interaction; Operations management; Engineering; Pedagogy; Systems engineering; Mathematics","score_opus":0.04808885992738317,"score_gpt":0.4367421061969637,"score_spread":0.38865324626958053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391535782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952726,0.00002979136,0.0012374411,0.00010200919,0.000015598132,0.0023327332,0.000059303948,0.000023329021,0.0009271966],"genre_scores_gemma":[0.9754234,0.00025199776,0.015030078,0.0004433175,0.00005281671,0.0059864535,0.00016086642,0.000057509424,0.0025935525],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98627555,0.009114808,0.0008553955,0.00091466913,0.0013910257,0.0014485713],"domain_scores_gemma":[0.9679942,0.02141886,0.0021347762,0.003216151,0.003908529,0.0013274823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020384202,0.00090311153,0.0007604829,0.0012589782,0.0032082512,0.0027376357,0.002482031,0.001048619,0.0016986108],"category_scores_gemma":[0.040602017,0.00089744193,0.0010011576,0.0007828074,0.0030882542,0.0017552803,0.0029355462,0.002053685,0.00040135285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014148703,0.035885565,0.046954356,0.0017042846,0.00013390121,0.0014260998,0.7430272,0.0006216503,0.011891875,0.001061133,0.0013561255,0.15452291],"study_design_scores_gemma":[0.0019263511,0.09075213,0.1868456,0.0008547439,0.0004404521,0.0015256932,0.67008513,0.002469915,0.022206394,0.0011448562,0.021382159,0.00036654744],"about_ca_topic_score_codex":0.0067145787,"about_ca_topic_score_gemma":0.012741475,"teacher_disagreement_score":0.020384202,"about_ca_system_score_codex":0.0030739608,"about_ca_system_score_gemma":0.00593049,"threshold_uncertainty_score":0.107803285},"labels":[],"label_agreement":null},{"id":"W4392291931","doi":"10.1017/gmh.2024.27","title":"Associations between water insecurity and mental health outcomes among lesbian, gay, bisexual, transgender and queer persons in Bangkok, Thailand and Mumbai, India: Cross-sectional survey findings","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Canada Research Chairs; International Development Research Centre","keywords":"Transgender; Lesbian; Queer; Mental health; Gender studies; Cross-sectional study; Psychology; Medicine; Sociology; Psychiatry","score_opus":0.060291520046802646,"score_gpt":0.3749531571531874,"score_spread":0.31466163710638473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392291931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970325,0.00018069237,0.000037618112,0.000094451156,0.000003483481,0.000037337933,0.0021454617,0.0000035982287,0.00046484786],"genre_scores_gemma":[0.99841774,0.00021915481,0.00009650581,0.00006554585,0.000003376247,0.000053220807,0.00093464414,0.0000013606943,0.00020846349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999696,0.000066315435,0.00006093501,0.00005359888,0.000044604993,0.00007860274],"domain_scores_gemma":[0.99914837,0.000088777306,0.00038915183,0.00005172451,0.00010146628,0.0002204795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000506194,0.0002695349,0.00024031111,0.0008188948,0.0007248254,0.0008154432,0.0005045297,0.00034903773,0.0019368228],"category_scores_gemma":[0.0009828457,0.0003919564,0.0005796319,0.0015755547,0.0005095556,0.0005431519,0.0010631274,0.00064388255,0.00023372586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014443869,0.000021276475,0.9981881,0.00004852213,0.00003545364,0.00004472768,0.00067183626,0.000019636824,0.000090984904,0.000014468822,0.00013190137,0.000718746],"study_design_scores_gemma":[9.776588e-7,0.000015005115,0.99823654,0.000022692446,0.000012021138,0.00005273134,0.0015307355,0.00002223086,0.000017769633,0.000005039033,0.00008155499,0.000002727339],"about_ca_topic_score_codex":0.09922508,"about_ca_topic_score_gemma":0.16824201,"teacher_disagreement_score":0.09922508,"about_ca_system_score_codex":0.00090830924,"about_ca_system_score_gemma":0.0009912513,"threshold_uncertainty_score":0.19729501},"labels":[],"label_agreement":null},{"id":"W4392401948","doi":"10.1017/gmh.2024.18","title":"Inequality on the frontline: A multi-country study on gender differences in mental health among healthcare workers during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Economic and Social Research Council; National Institute on Minority Health and Health Disparities; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; Fondazione di Sardegna; UK Research and Innovation","keywords":"Mental health; Pandemic; Preparedness; Stressor; Health care; Medicine; Public health; Distress; Coronavirus disease 2019 (COVID-19); Environmental health; Psychiatry; Gerontology; Clinical psychology; Nursing; Disease; Economic growth; Political science; Infectious disease (medical specialty)","score_opus":0.1548476804966357,"score_gpt":0.45148196359010645,"score_spread":0.29663428309347073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392401948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881506,0.00027065031,0.00006089618,0.00017998893,0.00001295247,0.000011591047,0.00023379181,8.531282e-7,0.0004141783],"genre_scores_gemma":[0.99938345,0.0001603846,0.00003178392,0.00013429791,0.000011548242,0.000016902897,0.00011517112,0.0000014224094,0.00014502136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999206,0.0003235831,0.00004036594,0.0000967939,0.00006733958,0.0002659119],"domain_scores_gemma":[0.9990458,0.00017935995,0.00036418112,0.000054130178,0.00009071542,0.000265741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011382217,0.0003196235,0.00032514744,0.00069078564,0.0010343514,0.00083116774,0.00041120237,0.0005809568,0.0019134706],"category_scores_gemma":[0.001993388,0.00031715693,0.00049319654,0.0009012479,0.00043588685,0.0010716992,0.0015288157,0.00082710915,0.00025880168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106510255,0.00007853903,0.9936412,0.000020406618,0.000049873146,0.00013056854,0.0035778123,0.000014312954,0.00015572188,0.000041494302,0.00032734525,0.001856102],"study_design_scores_gemma":[0.000005692224,0.00007592954,0.9901798,0.00003065582,0.000014605288,0.00008546805,0.009211076,0.000056705267,0.00002185347,0.000026026215,0.00028633166,0.0000058757323],"about_ca_topic_score_codex":0.025710769,"about_ca_topic_score_gemma":0.03526297,"teacher_disagreement_score":0.025710769,"about_ca_system_score_codex":0.0005368817,"about_ca_system_score_gemma":0.0004573447,"threshold_uncertainty_score":0.05112219},"labels":[],"label_agreement":null},{"id":"W4395083294","doi":"10.1017/gmh.2024.46","title":"Dimensionality of the Swahili version of the General Health Questionnaire (GHQ-12) in a Kenyan population: A confirmatory factor analysis","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Confirmatory factor analysis; Kenya; General Health Questionnaire; Psychology; Population; Clinical psychology; Medicine; Environmental health; Statistics; Psychiatry; Mental health; Political science; Structural equation modeling; Mathematics","score_opus":0.017484327946130935,"score_gpt":0.3564191197918627,"score_spread":0.3389347918457318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395083294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965911,0.00010829494,0.0019858165,0.00012477659,0.000010875918,0.0002731361,0.00022073319,0.0000063928546,0.00067882735],"genre_scores_gemma":[0.9944549,0.00009035291,0.004450661,0.00003755007,0.000006084951,0.00030748843,0.0005077449,0.000004976092,0.00014021706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961869,0.0021525875,0.00030784865,0.00032033154,0.0007831077,0.00024935455],"domain_scores_gemma":[0.994201,0.0025007282,0.00064527546,0.0006249693,0.001875246,0.00015277427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013339054,0.0004885014,0.00046926492,0.0011474589,0.0010390383,0.0010536576,0.00036292223,0.00027658924,0.00086381694],"category_scores_gemma":[0.019244643,0.0003873683,0.000819118,0.0012888728,0.00074711646,0.00051450304,0.0008526215,0.0006712193,0.00016789575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010386094,0.00011716531,0.9774138,0.00008806925,0.00014049544,0.00010000751,0.004707195,0.00020176235,0.0011583254,0.000329341,0.00033024853,0.015309843],"study_design_scores_gemma":[0.000030738207,0.000302108,0.9904283,0.000107974076,0.000109290406,0.00014476043,0.0051545682,0.0018299706,0.00047222932,0.00035008334,0.0010515584,0.000018361729],"about_ca_topic_score_codex":0.00753957,"about_ca_topic_score_gemma":0.014936025,"teacher_disagreement_score":0.013339054,"about_ca_system_score_codex":0.0005687084,"about_ca_system_score_gemma":0.0023869423,"threshold_uncertainty_score":0.07054454},"labels":[],"label_agreement":null},{"id":"W4396775290","doi":"10.1017/gmh.2024.60","title":"Research breakdowns: A constructive critique of research practice involving grief, trauma and displaced people","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grief; Constructive; Psychoanalysis; Psychology; Displaced person; Psychotherapist; Internally displaced person; Sociology; Epistemology; Refugee; Political science; Philosophy; Computer science; Law","score_opus":0.05302137345897044,"score_gpt":0.4776028055273043,"score_spread":0.4245814320683338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396775290","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019319509,0.010657129,0.012695261,0.9535378,0.01544539,0.000184968,0.000047922196,0.00009601625,0.005403488],"genre_scores_gemma":[0.19855839,0.023095459,0.05335466,0.681233,0.028995095,0.0043861344,0.000096456635,0.0010759331,0.009204844],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.4044569,0.49718738,0.025747202,0.017496211,0.04774001,0.007372277],"domain_scores_gemma":[0.27795908,0.62179077,0.018440016,0.026177278,0.046764374,0.008868442],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4474944,0.0035245686,0.00410648,0.010773316,0.033816356,0.048218995,0.013309008,0.031806335,0.0029640433],"category_scores_gemma":[0.48719108,0.002464336,0.003492638,0.008633385,0.20919298,0.04500221,0.037321515,0.08268317,0.0021629662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064032545,0.000041283532,0.00040303695,0.0018837082,0.0000656281,0.00091024605,0.53494775,0.00015576128,0.0003224523,0.34778786,0.094003946,0.019414231],"study_design_scores_gemma":[0.00006352727,0.00006831092,0.00035295132,0.0072835768,0.0000540254,0.0011543228,0.27870056,0.00033762172,0.00032215583,0.17600079,0.535522,0.00014008033],"about_ca_topic_score_codex":0.009346045,"about_ca_topic_score_gemma":0.011324091,"teacher_disagreement_score":0.5525056,"about_ca_system_score_codex":0.028545605,"about_ca_system_score_gemma":0.053273436,"threshold_uncertainty_score":0.68133783},"labels":[],"label_agreement":null},{"id":"W4396864452","doi":"10.1017/gmh.2024.63","title":"Characterizing the clinical and sociodemographic profiles of hospitalized adolescents with autism spectrum disorder","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Autism spectrum disorder; Psychology; Autism; Clinical psychology; Developmental psychology; Psychiatry; Medicine","score_opus":0.025341743669113046,"score_gpt":0.3429609693446377,"score_spread":0.31761922567552464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396864452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995927,0.000055958433,0.000019688758,0.000020362118,0.0000017122641,0.0000071377417,0.00011878098,9.569046e-7,0.0001828028],"genre_scores_gemma":[0.9994466,0.000106691055,0.00005111775,0.00002103863,0.0000035710232,0.000013042082,0.0002956236,6.952331e-7,0.00006169978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975723,0.000054192595,0.00005095499,0.000027311722,0.000050349336,0.000059927872],"domain_scores_gemma":[0.9992341,0.0001124545,0.00035055258,0.000023089608,0.0000805709,0.00019927628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028304476,0.00013144464,0.0002047627,0.0008865036,0.00034133423,0.00038325012,0.00016851145,0.00022696352,0.00076636986],"category_scores_gemma":[0.0015010723,0.0001303367,0.00022485714,0.00052533014,0.00018759232,0.00032788707,0.00039579035,0.0003494511,0.00011876622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013160187,0.000021813858,0.9992549,0.0000025709758,0.000003302697,0.00007976423,0.00006587384,0.000005615597,0.000068091795,0.000004293691,0.000026064432,0.00045445017],"study_design_scores_gemma":[8.397406e-7,0.000047542548,0.99888164,0.0000032573232,0.0000024519447,0.0003627121,0.0005973565,0.000029849642,0.000026320293,0.0000048194315,0.000042181422,9.210116e-7],"about_ca_topic_score_codex":0.0044384026,"about_ca_topic_score_gemma":0.009904734,"teacher_disagreement_score":0.0044384026,"about_ca_system_score_codex":0.0004276098,"about_ca_system_score_gemma":0.0003794191,"threshold_uncertainty_score":0.008825123},"labels":[],"label_agreement":null},{"id":"W4399298101","doi":"10.1017/gmh.2024.69","title":"Establishing partnerships with people with lived experience of mental illness for stigma reduction in low- and middle-income settings","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"National Institute of Mental Health; National Institute for Health and Care Research","keywords":"Stigma (botany); Mental illness; Lived experience; Psychology; Low income; Social stigma; Mental health; Psychiatry; Medicine; Sociology; Socioeconomics; Psychotherapist; Family medicine","score_opus":0.041684709358910506,"score_gpt":0.3556096954751548,"score_spread":0.3139249861162443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399298101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8894692,0.008311291,0.0082057305,0.033535916,0.0006933811,0.001020399,0.00014143497,0.00009653272,0.05852622],"genre_scores_gemma":[0.98848945,0.0025848206,0.0028810345,0.0018999384,0.000061458566,0.00036362288,0.000036797002,0.000013496178,0.0036692978],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99256974,0.0058005634,0.00012302105,0.00021482911,0.00028015606,0.0010116353],"domain_scores_gemma":[0.99245584,0.0019853201,0.00089127297,0.00037695043,0.00045682443,0.0038338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064076637,0.00031251958,0.00041626845,0.00069129607,0.008518976,0.003870354,0.0011115607,0.0012645298,0.011124604],"category_scores_gemma":[0.01070316,0.00029567056,0.00048563632,0.0005788973,0.0034993757,0.0044603143,0.012087226,0.0022174898,0.0009266029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019115955,0.00085654116,0.057918463,0.00196534,0.00009640822,0.008802103,0.66525394,0.00019184256,0.0025827133,0.014299851,0.014712196,0.23312949],"study_design_scores_gemma":[0.000054401764,0.000674385,0.02460527,0.0028905817,0.000070812945,0.0032297445,0.8388909,0.00035985914,0.00072688586,0.009678492,0.1187437,0.00007493695],"about_ca_topic_score_codex":0.0029291958,"about_ca_topic_score_gemma":0.007794991,"teacher_disagreement_score":0.011124604,"about_ca_system_score_codex":0.0017117066,"about_ca_system_score_gemma":0.007923666,"threshold_uncertainty_score":0.03721553},"labels":[],"label_agreement":null},{"id":"W4403305590","doi":"10.1017/gmh.2024.86","title":"Perceptions of healthcare workers on linkage between depression and hypertension in northern Ghana: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Fogarty International Center; Arnhold Institute for Global Health; Teva Pharmaceutical Industries","keywords":"Linkage (software); Depression (economics); Qualitative research; Health care; Mental healthcare; Perception; Medicine; Psychology; Environmental health; Psychiatry; Mental health; Sociology; Political science; Genetics; Social science; Economics; Biology","score_opus":0.04259173077714288,"score_gpt":0.37889889279363437,"score_spread":0.33630716201649147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403305590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966667,0.00039728396,0.00025038444,0.0014556204,0.000017936449,0.00007943247,0.00005165832,0.0000030583128,0.0010778338],"genre_scores_gemma":[0.9977774,0.0005717414,0.0002524351,0.00064183923,0.000011365382,0.00010818154,0.000022855285,0.0000038450776,0.0006102466],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960955,0.002743419,0.00012608261,0.00017381109,0.00018120142,0.0006799724],"domain_scores_gemma":[0.9914908,0.0058216616,0.0010700851,0.00015017792,0.00051329087,0.000953856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067492723,0.00039587903,0.0005589416,0.0010652011,0.006649549,0.002501955,0.00091652334,0.0011206927,0.002771589],"category_scores_gemma":[0.009143449,0.0005783623,0.00021272237,0.0014460551,0.0052435803,0.0024150168,0.002856014,0.0016170425,0.00020654926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018187684,0.00003561152,0.006234295,0.00008347676,0.0000018297208,0.00060604257,0.99083406,0.000010043541,0.00035985594,0.0001649991,0.00018030226,0.0014713898],"study_design_scores_gemma":[0.0000017737073,0.000025419871,0.0019222873,0.000062340165,0.0000011349257,0.00007399047,0.99694973,0.0000135312885,0.00003220573,0.00003496186,0.00087982207,0.0000028562984],"about_ca_topic_score_codex":0.021384604,"about_ca_topic_score_gemma":0.030642498,"teacher_disagreement_score":0.021384604,"about_ca_system_score_codex":0.0042796326,"about_ca_system_score_gemma":0.003731428,"threshold_uncertainty_score":0.042520225},"labels":[],"label_agreement":null},{"id":"W4403491057","doi":"10.1017/gmh.2024.94","title":"Interventions for improving adherence to psychological treatments for common mental disorders: a systematic review","year":2024,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Psychological intervention; Psychotherapist; Psychology; Systematic review; Clinical psychology; Medicine; Psychiatry; MEDLINE","score_opus":0.16042669630212253,"score_gpt":0.5413726262524172,"score_spread":0.3809459299502947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403491057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006810503,0.9970438,0.00029708823,0.00041186868,0.00020102762,0.00091391744,0.00020523136,0.000014009697,0.00023200623],"genre_scores_gemma":[0.007332384,0.9885923,0.0016367292,0.0005769311,0.000111073256,0.0014778136,0.00016390502,0.000005745188,0.00010312321],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9842555,0.006807109,0.0052008717,0.00075238536,0.0025676372,0.00041653443],"domain_scores_gemma":[0.95536506,0.033215035,0.0065652533,0.000650054,0.0036822625,0.000522339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02005938,0.0021958756,0.011757674,0.017284699,0.0010286787,0.0037656573,0.0023914168,0.0030476423,0.0047554704],"category_scores_gemma":[0.06998481,0.0014644781,0.008669287,0.012898191,0.0012134342,0.0034821697,0.0021495363,0.00217024,0.00045155015],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011134737,0.000025204701,0.00023319932,0.95117754,0.0045924187,0.000057696994,0.00020202517,0.00009180181,0.000111149086,0.00026483324,0.0011370204,0.04199567],"study_design_scores_gemma":[0.00019351608,0.00018459377,0.0013150556,0.955848,0.030677823,0.00014623653,0.00025908084,0.00008220371,0.00010501899,0.00027991208,0.010880361,0.00002830956],"about_ca_topic_score_codex":0.007980313,"about_ca_topic_score_gemma":0.024173874,"teacher_disagreement_score":0.02005938,"about_ca_system_score_codex":0.005189974,"about_ca_system_score_gemma":0.021148408,"threshold_uncertainty_score":0.10608542},"labels":[],"label_agreement":null},{"id":"W4403546596","doi":"10.1017/gmh.2024.73","title":"Peer counseling for perinatal depression in low- and middle-income countries: A scoping review","year":2024,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"","keywords":"PsycINFO; Psychosocial; CINAHL; Medicine; Psychological intervention; Mental health; MEDLINE; Global mental health; Systematic review; Antenatal depression; Psychiatry; Psychology; Clinical psychology; Anxiety","score_opus":0.040445653556447005,"score_gpt":0.40670750402649525,"score_spread":0.3662618504700482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403546596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004038821,0.9986084,0.00007521941,0.00024365442,0.00008524735,0.00013793651,0.00006603312,0.0000053177864,0.0003743465],"genre_scores_gemma":[0.0028947878,0.9964144,0.00020478852,0.0001735568,0.000045742323,0.00016378502,0.000050396706,0.0000018766034,0.000050624556],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99584454,0.0014069382,0.0014328039,0.00026545997,0.00087792653,0.00017240483],"domain_scores_gemma":[0.9767303,0.018316574,0.0026890065,0.0002537638,0.0017442785,0.00026609743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063914633,0.0011329154,0.0038502812,0.011262367,0.0009634914,0.0030698031,0.001913765,0.0022420904,0.005338643],"category_scores_gemma":[0.031025484,0.00071113475,0.0034914315,0.011655928,0.0007919166,0.0024992158,0.0018951811,0.0013391746,0.00044152618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001120296,0.00006745687,0.0007231444,0.74705863,0.0014718306,0.0001346417,0.00061035674,0.00014376547,0.00011323111,0.00060874247,0.0044266675,0.24452953],"study_design_scores_gemma":[0.00003567489,0.00008877807,0.0019635626,0.9637212,0.00608704,0.0002673176,0.00046909618,0.00007245752,0.00007570684,0.00027619302,0.026925992,0.000016922904],"about_ca_topic_score_codex":0.009141362,"about_ca_topic_score_gemma":0.016459558,"teacher_disagreement_score":0.011262367,"about_ca_system_score_codex":0.0026291632,"about_ca_system_score_gemma":0.012317156,"threshold_uncertainty_score":0.033801734},"labels":[],"label_agreement":null},{"id":"W4403609640","doi":"10.1017/gmh.2024.92","title":"Community-informed perspectives of implementing interpersonal psychotherapy for couples to reduce situational intimate partner violence and improve common mental disorders in Mozambique","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Situational ethics; Interpersonal violence; Domestic violence; Psychology; Interpersonal communication; Psychotherapist; Interpersonal psychotherapy; Mental health; Interpersonal relationship; Social psychology; Human factors and ergonomics; Poison control; Medicine; Medical emergency; Randomized controlled trial","score_opus":0.02431855174336266,"score_gpt":0.41116154069548155,"score_spread":0.3868429889521189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403609640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94567424,0.0011167749,0.0016991181,0.034678392,0.00012432002,0.00052641117,0.000059113114,0.000022441536,0.016099157],"genre_scores_gemma":[0.9943982,0.00067684415,0.0010881379,0.0022522015,0.000015584967,0.00020754187,0.000015768495,0.000006652578,0.0013391358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99241287,0.005754629,0.00009915394,0.000114906674,0.00025382877,0.0013646007],"domain_scores_gemma":[0.9968424,0.0012453542,0.00035320435,0.000070598304,0.0004092669,0.0010792736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073528993,0.00037046146,0.00026191873,0.00051988877,0.012885029,0.0033233536,0.0010110023,0.001998595,0.0031289838],"category_scores_gemma":[0.007661744,0.00036274496,0.0003734893,0.0005031972,0.0046003684,0.0015501338,0.0041313833,0.0031781164,0.0001353627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009112532,0.0005543672,0.013484647,0.00055613293,0.000032748787,0.0034128912,0.9379292,0.00027359911,0.0020025875,0.00532323,0.0028442196,0.033495262],"study_design_scores_gemma":[0.000037438327,0.00026681804,0.011206928,0.00042888697,0.000029957804,0.00038708927,0.96437263,0.00022538271,0.00043600652,0.0010755034,0.021512648,0.000020650737],"about_ca_topic_score_codex":0.047643907,"about_ca_topic_score_gemma":0.09548722,"teacher_disagreement_score":0.047643907,"about_ca_system_score_codex":0.0074370685,"about_ca_system_score_gemma":0.017334037,"threshold_uncertainty_score":0.09473318},"labels":[],"label_agreement":null},{"id":"W4404288126","doi":"10.1017/gmh.2024.74","title":"Suicide during pregnancy as a major contributor to maternal suicide among female sex workers in eight low- and middle-income countries: A community knowledge approach investigation","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Psychological intervention; Population; Developing country; Demography; Pregnancy; Environmental health; Psychiatry","score_opus":0.02080211981343698,"score_gpt":0.32256726466067376,"score_spread":0.30176514484723677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404288126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995425,0.00008371527,0.000041442025,0.000057941827,0.0000016257565,0.000029484263,0.0000349097,4.825354e-7,0.00020789797],"genre_scores_gemma":[0.9992501,0.00032639614,0.00017252372,0.000044008044,0.0000041451776,0.000038975842,0.00006963532,5.1255057e-7,0.00009366802],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992945,0.0002687827,0.00008817597,0.00008574867,0.000102315775,0.00016048647],"domain_scores_gemma":[0.9988232,0.0003671636,0.00039201503,0.000044587643,0.00019937471,0.00017367066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137887,0.0003011551,0.0004028785,0.0025193717,0.0013275222,0.0010203331,0.0005316092,0.00063481333,0.0009702764],"category_scores_gemma":[0.003214725,0.0004510818,0.00056500337,0.001752854,0.000645361,0.0011444695,0.0015605274,0.00068693276,0.000117281474],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003788438,0.00017663254,0.97891515,0.00009756464,0.000045880428,0.0003771648,0.013070667,0.000026396938,0.000088047535,0.00005256536,0.000082506995,0.0070296465],"study_design_scores_gemma":[0.000012864792,0.00027255018,0.92900234,0.00016063602,0.00009711896,0.000421289,0.06911947,0.00044751307,0.00006167761,0.00007643148,0.00031406016,0.000014015298],"about_ca_topic_score_codex":0.032298643,"about_ca_topic_score_gemma":0.06411971,"teacher_disagreement_score":0.032298643,"about_ca_system_score_codex":0.001145084,"about_ca_system_score_gemma":0.0018983099,"threshold_uncertainty_score":0.06422132},"labels":[],"label_agreement":null},{"id":"W4404548216","doi":"10.1017/gmh.2024.123","title":"Serious mental health conditions and exposure to adulthood trauma in low- and middle-income countries: a scoping review","year":2024,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute","funders":"University of Cambridge","keywords":"PsycINFO; Mental health; Psychiatry; Medicine; Population; Environmental health; Clinical psychology; Psychology; MEDLINE","score_opus":0.033562268212997765,"score_gpt":0.39696802533064995,"score_spread":0.3634057571176522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404548216","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000968954,0.99782085,0.00006213236,0.00030474662,0.000100274105,0.00016319085,0.00017445072,0.0000036234865,0.0004017794],"genre_scores_gemma":[0.0059311963,0.9931778,0.00018108898,0.00022932958,0.00005574782,0.00023947006,0.0001243191,0.0000016220407,0.00005939913],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953784,0.0012329199,0.0019753554,0.00035706424,0.00082265906,0.0002336692],"domain_scores_gemma":[0.97060555,0.022388313,0.004444582,0.00028868634,0.0019481144,0.0003247088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006262954,0.0012328576,0.0041847867,0.020173501,0.0012348137,0.004102769,0.0016072661,0.0027641777,0.004194415],"category_scores_gemma":[0.033061527,0.0011384175,0.0042308443,0.019473566,0.0011135389,0.0031450344,0.002264182,0.0013661615,0.00034719764],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086704444,0.00003727707,0.0022898118,0.8878075,0.0019968485,0.000262441,0.0011955056,0.00014277406,0.0000980429,0.0007275768,0.003274294,0.102081105],"study_design_scores_gemma":[0.00001850037,0.000058925685,0.0045894086,0.9689288,0.0054966076,0.00042380212,0.0010858309,0.000047131107,0.000055142165,0.00028532304,0.018989775,0.000020834434],"about_ca_topic_score_codex":0.011480886,"about_ca_topic_score_gemma":0.019763345,"teacher_disagreement_score":0.020173501,"about_ca_system_score_codex":0.0037828095,"about_ca_system_score_gemma":0.012782466,"threshold_uncertainty_score":0.033122063},"labels":[],"label_agreement":null},{"id":"W4405212301","doi":"10.1017/gmh.2024.110","title":"Psychosocial well-being and mental health of low- and middle-income countries’ internally displaced persons and refugees during COVID-19: a systematic literature review","year":2024,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"University of Waterloo; University of Alberta","keywords":"Refugee; Mental health; Psychosocial; Internally displaced person; Psychological intervention; Context (archaeology); Economic growth; Population; Political science; Medicine; Psychology; Environmental health; Psychiatry; Geography; Economics","score_opus":0.015184078095860313,"score_gpt":0.3811877331270848,"score_spread":0.3660036550312245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405212301","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003928593,0.99435836,0.00008258493,0.0003289138,0.000072901166,0.00020332781,0.000709739,0.0000042646075,0.0003113229],"genre_scores_gemma":[0.029880343,0.9679663,0.0004632104,0.0005365751,0.00006193447,0.00054243713,0.00045912815,0.000003344466,0.00008674592],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947978,0.0015441567,0.0019278761,0.0005434626,0.00091400446,0.00027267582],"domain_scores_gemma":[0.97755176,0.01581597,0.0040011345,0.00026605366,0.0020102705,0.0003547147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005971252,0.0011229957,0.00485252,0.01226377,0.0009878898,0.0031268515,0.0015652834,0.002260244,0.0033800611],"category_scores_gemma":[0.031417627,0.0009523927,0.0054531787,0.010904045,0.0009004772,0.0025635834,0.0021113218,0.0012733175,0.000219418],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014334079,0.000056304085,0.0072509972,0.91118354,0.005051198,0.0002194479,0.001490861,0.00010085716,0.00008991852,0.00045602463,0.0026589106,0.0712985],"study_design_scores_gemma":[0.000051606876,0.00013911074,0.017249448,0.951478,0.014241087,0.00049816805,0.0025896353,0.00006119246,0.00006675025,0.0002477593,0.013333759,0.000043531592],"about_ca_topic_score_codex":0.020644335,"about_ca_topic_score_gemma":0.06006608,"teacher_disagreement_score":0.020644335,"about_ca_system_score_codex":0.0038862259,"about_ca_system_score_gemma":0.016205,"threshold_uncertainty_score":0.041048348},"labels":[],"label_agreement":null},{"id":"W4405452869","doi":"10.1017/gmh.2024.148","title":"Co-design of “Baatcheet,” a peer-supported, web-based storytelling intervention for young people with common mental health problems in India","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"University of Delhi; Grand Challenges Canada; King's College London","keywords":"Mental health; Psychological intervention; Focus group; Storytelling; Peer support; Anxiety; Psychology; Stakeholder; Intervention (counseling); Medical education; Nursing; Medicine; Public relations; Psychiatry; Sociology; Narrative; Political science","score_opus":0.036875053082364495,"score_gpt":0.3815493861003426,"score_spread":0.3446743330179781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405452869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94703,0.00040561095,0.022867959,0.00159326,0.0002444278,0.009603105,0.0004928951,0.00091725925,0.016845506],"genre_scores_gemma":[0.90685546,0.00041870726,0.06895254,0.00049159274,0.000044451317,0.015204655,0.00031576396,0.00012351981,0.0075933286],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9954894,0.0032224166,0.00015759078,0.00041767454,0.00028623876,0.00042664586],"domain_scores_gemma":[0.9950341,0.0027581258,0.00028052318,0.00041112944,0.00044582653,0.0010702745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042539183,0.00062937185,0.0004232569,0.0006705026,0.0019855297,0.0014320231,0.0018939431,0.0006571167,0.0059638326],"category_scores_gemma":[0.007360089,0.00040060154,0.0007450258,0.00035774417,0.0012862888,0.0008928941,0.003807819,0.0010810621,0.0006290978],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004062249,0.012463419,0.017541528,0.0066531827,0.00028535622,0.0032766417,0.26763722,0.003020598,0.019068997,0.007008993,0.018430267,0.64055145],"study_design_scores_gemma":[0.00786606,0.03677233,0.102928534,0.0034537502,0.001571391,0.002586516,0.38977894,0.014050218,0.040411524,0.012003144,0.3880282,0.0005494831],"about_ca_topic_score_codex":0.0023530067,"about_ca_topic_score_gemma":0.0042801755,"teacher_disagreement_score":0.0059638326,"about_ca_system_score_codex":0.0014071915,"about_ca_system_score_gemma":0.0044325846,"threshold_uncertainty_score":0.022497177},"labels":[],"label_agreement":null},{"id":"W4405454769","doi":"10.1017/gmh.2024.135","title":"Sociodemographic factors associated with trajectories of depression among urban refugee youth in Kampala, Uganda: A longitudinal cohort study","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; United Nations University Institute for Water, Environment, and Health; McMaster University; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; University of Toronto; Canada Research Chairs; International Development Research Centre","keywords":"Depression (economics); Refugee; Cohort; Demography; Longitudinal study; Logistic regression; Cohort study; Psychology; Medicine; Gerontology; Geography; Sociology","score_opus":0.03379536530156178,"score_gpt":0.3477708931827311,"score_spread":0.3139755278811693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405454769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99931455,0.00008773351,0.000043578235,0.000034998066,0.0000023942373,0.000025453406,0.0003928564,0.0000013844959,0.000096937256],"genre_scores_gemma":[0.9989863,0.00017662396,0.00012957389,0.000031125564,0.0000028389964,0.00007796601,0.00043996068,0.0000015527573,0.00015413424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997049,0.00009231572,0.00003065207,0.00005457,0.000031821837,0.00008569957],"domain_scores_gemma":[0.999432,0.000053487158,0.00020799259,0.000060026185,0.000098554294,0.00014786219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008329799,0.00034306134,0.00033185803,0.000879098,0.0012306395,0.00094174343,0.0004159535,0.00043876524,0.0009272772],"category_scores_gemma":[0.0017075975,0.00055172085,0.00046459906,0.0011289862,0.00028345035,0.0007287765,0.001078377,0.0008542332,0.00022624919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052394455,0.000060722203,0.9975509,0.000011954881,0.000030912583,0.00013499061,0.0008863406,0.000013946341,0.000080654325,0.000011831095,0.00015933444,0.0010060187],"study_design_scores_gemma":[0.0000087889875,0.000104912055,0.9964869,0.000032778764,0.000024704254,0.00019048768,0.0028176552,0.00008267856,0.00002362806,0.000017523955,0.00020381536,0.0000060489183],"about_ca_topic_score_codex":0.018201444,"about_ca_topic_score_gemma":0.030068064,"teacher_disagreement_score":0.018201444,"about_ca_system_score_codex":0.000423629,"about_ca_system_score_gemma":0.00068249315,"threshold_uncertainty_score":0.036190987},"labels":[],"label_agreement":null},{"id":"W4406106257","doi":"10.1017/gmh.2024.78","title":"Early intervention in psychosis programs in Africa, Asia and Latin America; challenges and recommendations","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council","keywords":"Latin Americans; Population; Economic growth; Health care; Political science; PsycINFO; MEDLINE; Medicine; Geography; Environmental health","score_opus":0.09715211907679817,"score_gpt":0.4077138123037987,"score_spread":0.31056169322700056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406106257","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040878947,0.7969565,0.0010234884,0.18695116,0.0024105425,0.0013786642,0.0009014208,0.00011222541,0.0061779725],"genre_scores_gemma":[0.038535338,0.9068984,0.014723936,0.03164493,0.00085820747,0.0054875906,0.0008264776,0.000032565957,0.0009924805],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98783106,0.0068044793,0.002217681,0.0005680439,0.0011689088,0.0014098602],"domain_scores_gemma":[0.9446655,0.036318436,0.0049087903,0.00067460607,0.008422674,0.0050100414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026260884,0.0012326838,0.0030820917,0.0075996667,0.0023868596,0.006328496,0.003948633,0.0047863913,0.0076034837],"category_scores_gemma":[0.064313024,0.0008273933,0.0032784191,0.008066302,0.0016228101,0.007725472,0.005753268,0.005376583,0.00070409663],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030163102,0.0004866147,0.009275654,0.30108568,0.0008080834,0.0006357551,0.0052866335,0.0006375692,0.00020911661,0.0060457266,0.07407565,0.6011519],"study_design_scores_gemma":[0.0005382925,0.00024270106,0.014291129,0.79531395,0.0020851605,0.0004007051,0.021049947,0.00047239725,0.0001711032,0.0044038673,0.16093841,0.000092350354],"about_ca_topic_score_codex":0.049606677,"about_ca_topic_score_gemma":0.08700984,"teacher_disagreement_score":0.049606677,"about_ca_system_score_codex":0.008846619,"about_ca_system_score_gemma":0.075674064,"threshold_uncertainty_score":0.13888246},"labels":[],"label_agreement":null},{"id":"W4406777310","doi":"10.1017/gmh.2025.3","title":"Findings from the Tushirikiane-4-MH (supporting each other for mental health) mobile health–supported virtual reality randomized controlled trial among urban refugee youth in Kampala, Uganda","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; Western University; University of British Columbia; Public Health Ontario; McMaster University; Women's College Hospital; Toronto Metropolitan University; University of Toronto","funders":"Ministry of Health, Uganda; University of Cambridge","keywords":"Refugee; Mental health; Randomized controlled trial; Psychology; Medicine; Political science; Psychiatry","score_opus":0.024976716120595314,"score_gpt":0.38882236588988517,"score_spread":0.36384564976928985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406777310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755003,0.008342724,0.00088604476,0.0006818709,0.00053452054,0.011632213,0.00081993465,0.00007780503,0.0015246166],"genre_scores_gemma":[0.97118324,0.0028351168,0.0025027548,0.00046349343,0.00018176404,0.021603592,0.00024555082,0.000009492562,0.0009748832],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975375,0.0017859718,0.00022846533,0.00016760085,0.00009113378,0.00018939338],"domain_scores_gemma":[0.9977164,0.0011442741,0.0005196434,0.00011510528,0.00015697672,0.0003476137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003922708,0.0009322842,0.002606183,0.00053178205,0.0005276685,0.0011630928,0.00081559946,0.0014645082,0.007922879],"category_scores_gemma":[0.0064389594,0.00051937887,0.0025567426,0.0006148167,0.0008995612,0.0009560844,0.0007325711,0.0021975343,0.00033923532],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94297725,0.010567855,0.0012405334,0.006476557,0.003524367,0.00007429559,0.00030425913,0.0003789444,0.0014586324,0.0002104262,0.0006715553,0.032115363],"study_design_scores_gemma":[0.91300553,0.07742279,0.004222707,0.0006605443,0.0029787195,0.000027065866,0.00019204263,0.00035620443,0.00030755304,0.00015931146,0.00064677594,0.000020770929],"about_ca_topic_score_codex":0.0015054052,"about_ca_topic_score_gemma":0.0021781777,"teacher_disagreement_score":0.007922879,"about_ca_system_score_codex":0.0005025872,"about_ca_system_score_gemma":0.0011848803,"threshold_uncertainty_score":0.026504695},"labels":[],"label_agreement":null},{"id":"W4407093846","doi":"10.1017/gmh.2025.11","title":"Exploring the application of the capability approach to the health and well-being of Indigenous Peoples: a scoping review","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Indigenous; Capability approach; Geography; Sociology; Political science; Psychology; Ecology; Biology","score_opus":0.0503282204255177,"score_gpt":0.36266127616825666,"score_spread":0.31233305574273895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407093846","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005835411,0.99510807,0.00063073495,0.0010757748,0.00037589986,0.00030506775,0.00005613182,0.000005756889,0.0018589511],"genre_scores_gemma":[0.004772052,0.99320304,0.001011827,0.0003177737,0.000089710426,0.00037465428,0.000052554486,0.0000031944664,0.00017523959],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98829156,0.0055339606,0.0027944474,0.00063864345,0.0023463059,0.00039510583],"domain_scores_gemma":[0.9522731,0.038378246,0.003108835,0.00066419,0.005212241,0.00036335445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020207772,0.0015272239,0.003495158,0.022752348,0.001965417,0.0068222713,0.0016986026,0.002858878,0.0032283496],"category_scores_gemma":[0.066816755,0.0010410304,0.0036088408,0.02058971,0.0022309122,0.0059530777,0.003733529,0.0024853272,0.00048020887],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059673166,0.000045165616,0.00069500203,0.5934668,0.0011002693,0.00028384355,0.0043559303,0.00037326617,0.0003721943,0.010031734,0.0057787965,0.38343742],"study_design_scores_gemma":[0.000015420315,0.000069948175,0.0015495329,0.8993147,0.0021020516,0.00032509398,0.002746965,0.00013392515,0.00016907783,0.0028614888,0.09067703,0.000034840243],"about_ca_topic_score_codex":0.015954202,"about_ca_topic_score_gemma":0.03372085,"teacher_disagreement_score":0.022752348,"about_ca_system_score_codex":0.0062762965,"about_ca_system_score_gemma":0.03385826,"threshold_uncertainty_score":0.106870234},"labels":[],"label_agreement":null},{"id":"W4407981983","doi":"10.1017/gmh.2025.19","title":"Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental healthcare; Mental health; Health professionals; Health care; Nursing; Medicine; Psychology; Political science; Psychiatry","score_opus":0.23247962838671662,"score_gpt":0.5464134865805655,"score_spread":0.3139338581938489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407981983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046150465,0.9987249,0.00007397569,0.00016446851,0.00006773523,0.00016276895,0.00005163454,0.0000032572343,0.00028970055],"genre_scores_gemma":[0.0030363055,0.9961695,0.0002627722,0.00015339635,0.000030112576,0.0002472977,0.000039086368,0.0000017551826,0.000059752463],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99578947,0.0016108273,0.0013966956,0.0002577944,0.00073700084,0.00020819092],"domain_scores_gemma":[0.98481447,0.012277,0.001579968,0.00015939659,0.0009790197,0.00019019106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007165858,0.0015161306,0.004767883,0.010921725,0.0011198667,0.0033031602,0.0017599855,0.0024466084,0.005013523],"category_scores_gemma":[0.026958508,0.0010233057,0.004258055,0.010576869,0.0008588887,0.0023079673,0.0021816853,0.0014213083,0.0003901164],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010271971,0.0000398675,0.00023360988,0.8584855,0.0014381435,0.00009097312,0.00052536494,0.0001120787,0.00017239347,0.0003655952,0.0014234025,0.1370103],"study_design_scores_gemma":[0.00005870732,0.00012942706,0.0014105157,0.9671931,0.007850668,0.00018102676,0.00068235863,0.00005015841,0.00014452697,0.00023749836,0.022046931,0.000015089889],"about_ca_topic_score_codex":0.008630051,"about_ca_topic_score_gemma":0.02420409,"teacher_disagreement_score":0.010921725,"about_ca_system_score_codex":0.0031700884,"about_ca_system_score_gemma":0.014262909,"threshold_uncertainty_score":0.03789717},"labels":[],"label_agreement":null},{"id":"W4408632803","doi":"10.1017/gmh.2025.29","title":"Women’s household decision-making autonomy and mental health outcomes in Mozambique","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Nipissing University; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Autonomy; Mental health; Psychology; Sociology; Political science; Psychiatry; Law","score_opus":0.012924266520825782,"score_gpt":0.3308109732837405,"score_spread":0.3178867067629147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408632803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99810314,0.00046044873,0.000039378407,0.00043643432,0.000004962528,0.000012747992,0.00017166205,0.0000018200351,0.0007693744],"genre_scores_gemma":[0.9995453,0.0001452475,0.00003663484,0.000029424373,0.0000021956578,0.000010425564,0.0000568543,4.7511153e-7,0.00017345925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997378,0.00009175988,0.000010085491,0.00001808354,0.00001943499,0.00012275914],"domain_scores_gemma":[0.99958545,0.0000877096,0.00017522249,0.000016757145,0.000041598,0.000093354094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005804376,0.00016596059,0.00016601314,0.00058399106,0.0007402442,0.00070662843,0.0001499436,0.00020701971,0.0013214508],"category_scores_gemma":[0.0017531317,0.00015371694,0.0003607747,0.00073669245,0.0004640898,0.0002886389,0.00047927487,0.00044311283,0.00005671147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073790856,0.000033947563,0.9904462,0.00003837361,0.000062112005,0.00015258575,0.0020814373,0.000109532884,0.00019921367,0.00017133,0.0003329344,0.006298457],"study_design_scores_gemma":[0.0000072871503,0.000033064644,0.99791867,0.000025475534,0.000013528766,0.000030989373,0.0012642922,0.00007295241,0.000019051602,0.00005001405,0.000560519,0.000004105842],"about_ca_topic_score_codex":0.33862275,"about_ca_topic_score_gemma":0.44410488,"teacher_disagreement_score":0.33862275,"about_ca_system_score_codex":0.0016699766,"about_ca_system_score_gemma":0.0013927355,"threshold_uncertainty_score":0.6733035},"labels":[],"label_agreement":null},{"id":"W4409433084","doi":"10.1017/gmh.2025.39","title":"Rising prevalence of depression and widening sociodemographic disparities in depressive symptoms among Filipino youth: findings from two large nationwide cross-sectional surveys","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"University of the Philippines; University of Cambridge","keywords":"Depression (economics); Cross-sectional study; Depressive symptoms; Psychiatry; Medicine; Clinical psychology; Demography; Psychology; Anxiety; Sociology","score_opus":0.014321071774056003,"score_gpt":0.32475948438675706,"score_spread":0.31043841261270105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409433084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979715,0.00034020853,0.00010797632,0.00018630695,0.00000808765,0.000019384528,0.00094548217,0.0000049580603,0.00041620363],"genre_scores_gemma":[0.9989261,0.00023968518,0.00011077599,0.00008264944,0.000009244984,0.000025690577,0.0005215892,0.0000012952445,0.00008301099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946004,0.00016429364,0.00005897055,0.00008839789,0.00009078012,0.00013747305],"domain_scores_gemma":[0.9989668,0.00015155306,0.0004359322,0.00008828293,0.00020240103,0.00015498894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013850519,0.00030291217,0.00022655033,0.0011803157,0.0005867069,0.00071118533,0.0004156606,0.0003144077,0.0007811052],"category_scores_gemma":[0.002524536,0.0001991085,0.00041785996,0.001420466,0.00031520813,0.0005916627,0.0010363394,0.00065267156,0.00013113228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001444557,0.000017102446,0.99663526,0.000021753454,0.000042552783,0.000022341392,0.00038825595,0.000012368449,0.00007263152,0.00001433254,0.00016792405,0.0025910898],"study_design_scores_gemma":[6.7826227e-7,0.0000068880177,0.9993325,0.000011388036,0.000015502534,0.000018692032,0.00045769894,0.000032232594,0.00001653707,0.0000054383268,0.000100886784,0.0000014391179],"about_ca_topic_score_codex":0.0530045,"about_ca_topic_score_gemma":0.09011154,"teacher_disagreement_score":0.0530045,"about_ca_system_score_codex":0.0006171483,"about_ca_system_score_gemma":0.0006685201,"threshold_uncertainty_score":0.10539198},"labels":[],"label_agreement":null},{"id":"W4410586710","doi":"10.1017/gmh.2025.10009","title":"A bibliometric analysis of scientific literature on adverse childhood experiences (2004–2024)","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Psychology of Development and Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","score_opus":0.016478396162211896,"score_gpt":0.364794372460667,"score_spread":0.34831597629845507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410586710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41826227,0.2603837,0.002549745,0.0037480304,0.00057383376,0.0023112283,0.2850734,0.0006287626,0.026469061],"genre_scores_gemma":[0.7184244,0.16097464,0.010616823,0.0004758111,0.0008400949,0.0034828237,0.10250487,0.00014721032,0.0025334023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9747414,0.0035317538,0.008963442,0.001970086,0.009842533,0.00095077395],"domain_scores_gemma":[0.8750959,0.07311969,0.02580478,0.002814272,0.021111384,0.0020539565],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.011836115,0.0010913585,0.0036325043,0.3500805,0.0019822763,0.006177385,0.0013386327,0.0010919148,0.0061720214],"category_scores_gemma":[0.084970646,0.00056158873,0.0027901265,0.38831764,0.0014025959,0.0036374156,0.0038475443,0.00073317345,0.0011217532],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009192885,0.00023522138,0.36469573,0.18698896,0.006708052,0.0025047557,0.009429957,0.0024058225,0.0039447527,0.0068289177,0.043735582,0.37160298],"study_design_scores_gemma":[0.00018061695,0.00041533483,0.8123681,0.031803127,0.007516325,0.0031379384,0.01264752,0.002693551,0.001963303,0.0035186354,0.12353764,0.00021784923],"about_ca_topic_score_codex":0.010629645,"about_ca_topic_score_gemma":0.012603326,"teacher_disagreement_score":0.6499195,"about_ca_system_score_codex":0.004549244,"about_ca_system_score_gemma":0.011037187,"threshold_uncertainty_score":0.06259608},"labels":[],"label_agreement":null},{"id":"W4410968198","doi":"10.1017/gmh.2025.10018","title":"Adapting the comprehensive assessment of acceptance and commitment therapy processes (CompACT) questionnaire for contextual relevance in Uganda: A comprehensive approach","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"CLARITY; Psychology; Applied psychology; Flexibility (engineering); Relevance (law); Mindfulness; Triangulation; Cognitive interview; Focus group; Acceptance and commitment therapy; Cognition; Clinical psychology; Intervention (counseling)","score_opus":0.05449000721122435,"score_gpt":0.40519602730078186,"score_spread":0.35070602008955754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410968198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679776,0.0009878475,0.018183973,0.0010225181,0.00010393581,0.006700554,0.0008853829,0.000135901,0.0040022186],"genre_scores_gemma":[0.896971,0.0012887821,0.08374413,0.0002973206,0.00004389207,0.01591262,0.0007559618,0.000036943595,0.0009494273],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9908214,0.005821828,0.0014451542,0.00025729128,0.0013265387,0.00032780916],"domain_scores_gemma":[0.98440915,0.008009915,0.002183431,0.0012823676,0.0035167935,0.00059843896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017457895,0.00047656606,0.0008126008,0.0026100208,0.000942128,0.0016119105,0.00091582496,0.00064316863,0.0022206753],"category_scores_gemma":[0.033437,0.0006068225,0.0007754486,0.0021789582,0.0009310206,0.0018212646,0.0036102368,0.001426817,0.00032567076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000431278,0.001275306,0.19150956,0.0035824806,0.00019122811,0.0011740228,0.068422414,0.002425991,0.0066451426,0.0028766773,0.010140308,0.7113256],"study_design_scores_gemma":[0.00032883635,0.0044961604,0.79432684,0.0076838057,0.00030023296,0.0032447602,0.08190803,0.01001816,0.0063706874,0.008046349,0.08282851,0.00044761467],"about_ca_topic_score_codex":0.001005616,"about_ca_topic_score_gemma":0.0024930323,"teacher_disagreement_score":0.017457895,"about_ca_system_score_codex":0.0012131643,"about_ca_system_score_gemma":0.003044397,"threshold_uncertainty_score":0.09232724},"labels":[],"label_agreement":null},{"id":"W4411223097","doi":"10.1017/gmh.2025.10022","title":"Validation of the Child Depression Screening Tool in three African settings: Rwanda, Senegal and South Africa","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Centers for Disease Control and Prevention","keywords":"Depression (economics); South asia; Geography; Medicine; Ethnology; Sociology","score_opus":0.012949617130957597,"score_gpt":0.2803076336809958,"score_spread":0.2673580165500382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411223097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99521977,0.00020436886,0.0005959751,0.00013977863,0.000020792531,0.0016166709,0.0005130459,0.000009390304,0.0016801702],"genre_scores_gemma":[0.98416936,0.00053066405,0.008611918,0.00013193258,0.000010265033,0.004858285,0.0008109827,0.000010782148,0.00086600566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974509,0.0015617373,0.00031720265,0.00015748803,0.0002908476,0.0002217959],"domain_scores_gemma":[0.99752825,0.0008929372,0.0005556752,0.00016060205,0.0006660428,0.00019654419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005036216,0.0007247867,0.00040309958,0.001597564,0.0007823186,0.0007608424,0.0005753321,0.00034545388,0.0016121415],"category_scores_gemma":[0.010654391,0.00041094155,0.0005375107,0.0013286208,0.0006141227,0.00048368255,0.0012724585,0.0006563447,0.0003119977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008651182,0.00089111924,0.90991527,0.0005874851,0.00014153436,0.001437647,0.016504962,0.0005298233,0.005330825,0.0006748801,0.0013456924,0.06177561],"study_design_scores_gemma":[0.00024682944,0.0009599988,0.97986114,0.00034648692,0.00008539232,0.0012466543,0.008889382,0.0007366008,0.0018257665,0.00014827015,0.0056246393,0.000028724979],"about_ca_topic_score_codex":0.009750491,"about_ca_topic_score_gemma":0.027662665,"teacher_disagreement_score":0.009750491,"about_ca_system_score_codex":0.00075660803,"about_ca_system_score_gemma":0.0015471404,"threshold_uncertainty_score":0.026634395},"labels":[],"label_agreement":null},{"id":"W4411396834","doi":"10.1017/gmh.2025.10029","title":"Implementation of group interpersonal therapy to treat depression in people living with HIV: A first evaluation of IPT dissemination in Senegal","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Saint Hyacinthe","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Aging; Institut National de la Santé et de la Recherche Médicale","keywords":"Human immunodeficiency virus (HIV); Depression (economics); Interpersonal communication; Interpersonal psychotherapy; Medicine; Psychiatry; Group psychotherapy; Psychology; Psychotherapist; Clinical psychology; Family medicine; Gerontology; Internal medicine; Randomized controlled trial; Social psychology","score_opus":0.017578858345217895,"score_gpt":0.3339170392676712,"score_spread":0.3163381809224533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411396834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378246,0.00019224024,0.00023320579,0.00017840599,0.000021817927,0.0041003027,0.00023017541,0.000023879269,0.0012376871],"genre_scores_gemma":[0.9862353,0.0006456342,0.0029848416,0.0003192776,0.000041740393,0.008668484,0.00028642276,0.000015135356,0.0008031841],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99451965,0.0037883897,0.00026075065,0.00022337286,0.00030126175,0.000906593],"domain_scores_gemma":[0.9967804,0.0013029776,0.0004317549,0.00030404615,0.00036731744,0.0008134715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006185637,0.0012114651,0.0008699852,0.00093691726,0.0018570386,0.00090559194,0.0014373357,0.00090726354,0.005467291],"category_scores_gemma":[0.0071593574,0.00058951776,0.0013336088,0.0010676134,0.0011401561,0.0010223035,0.0022827066,0.0013439519,0.00033486995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.046653457,0.14617334,0.045246135,0.008704076,0.0010502805,0.0034215795,0.040433075,0.002938224,0.012413586,0.000610348,0.0015895467,0.69076633],"study_design_scores_gemma":[0.069223545,0.4384823,0.4375759,0.0022197857,0.0018603832,0.0007365903,0.030390423,0.0016955388,0.007161072,0.0004764532,0.009902465,0.00027547043],"about_ca_topic_score_codex":0.017278465,"about_ca_topic_score_gemma":0.028083293,"teacher_disagreement_score":0.017278465,"about_ca_system_score_codex":0.0027889262,"about_ca_system_score_gemma":0.005022915,"threshold_uncertainty_score":0.03435576},"labels":[],"label_agreement":null},{"id":"W4412159133","doi":"10.1017/gmh.2025.10006","title":"Impact of household food insecurity and nutrition on depression and anxiety symptoms among adolescents living in rural Pakistan","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Centre for Global Health Research; Hospital for Sick Children; Public Health Ontario; Centre for Addiction and Mental Health","funders":"Cundill Centre for Child and Youth Depression; Centre for Addiction and Mental Health","keywords":"Food insecurity; Depression (economics); Anxiety; Environmental health; Psychology; Food security; Medicine; Psychiatry; Geography; Economics; Agriculture","score_opus":0.00896672200798647,"score_gpt":0.30004445694303783,"score_spread":0.29107773493505135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412159133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99949634,0.000078912526,0.000009518118,0.000044851135,0.000001729496,0.000004312204,0.000110753004,4.95645e-7,0.0002531084],"genre_scores_gemma":[0.99978346,0.00008326443,0.000016169835,0.000012326375,0.0000012890971,0.0000031735674,0.000046704128,1.7622297e-7,0.000053399173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999814,0.000047356036,0.00001652903,0.000023912147,0.00003162638,0.00006664707],"domain_scores_gemma":[0.9995363,0.000066677116,0.0001878095,0.000013001736,0.00004456831,0.00015167604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035935873,0.00016239368,0.00014625852,0.00040163207,0.00054868526,0.000526169,0.00017112616,0.00018280289,0.0017985839],"category_scores_gemma":[0.0007131844,0.00015457784,0.00020408985,0.00044581958,0.00032468897,0.00026888706,0.00042995295,0.00037835177,0.00011224555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014994273,0.000028487391,0.9984213,0.000009050326,0.000008607629,0.00007646317,0.000313635,0.000009928564,0.000044093573,0.000013867741,0.0000552839,0.0010043726],"study_design_scores_gemma":[0.0000018688595,0.000057588564,0.9978656,0.000016127338,0.000006935263,0.000103802566,0.0017801315,0.000028920753,0.000015286832,0.000012454258,0.00010980593,0.0000013846155],"about_ca_topic_score_codex":0.022103593,"about_ca_topic_score_gemma":0.037231266,"teacher_disagreement_score":0.022103593,"about_ca_system_score_codex":0.00041555794,"about_ca_system_score_gemma":0.0006543124,"threshold_uncertainty_score":0.043949902},"labels":[],"label_agreement":null},{"id":"W4413035349","doi":"10.1017/gmh.2025.10049","title":"Contextualization and adaptation of the child and adolescent mental and behavioural disorders module of the mhGAP-IG in Kilifi and Nairobi counties in Kenya","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Cambridge; National Institute for Health and Care Research","keywords":"Contextualization; Adaptation (eye); Child and adolescent psychiatry; Mental health; Psychology; Medicine; Psychiatry; Linguistics; Neuroscience; Interpretation (philosophy); Philosophy","score_opus":0.012796658310187123,"score_gpt":0.2751878126696362,"score_spread":0.2623911543594491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413035349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888405,0.00039509087,0.0005058834,0.0014907703,0.000024731171,0.0017072127,0.00056749105,0.000016581791,0.006451656],"genre_scores_gemma":[0.98954576,0.00051836466,0.004572703,0.0005441821,0.000008691875,0.0030159843,0.0005064842,0.000012482043,0.0012754579],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974039,0.001561374,0.000098005425,0.00016523244,0.00015667737,0.0006148252],"domain_scores_gemma":[0.9987949,0.00041068846,0.0001689453,0.000071394934,0.00020217543,0.0003518115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004114038,0.00030277908,0.00034139334,0.0007203405,0.0043990454,0.0012173065,0.001139102,0.00056814495,0.0028943194],"category_scores_gemma":[0.004838687,0.00038256773,0.0002245435,0.0010861664,0.0017339322,0.00096421223,0.0033745833,0.0010198074,0.00024208047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038311857,0.0017414165,0.19441803,0.0028554492,0.000046274865,0.0050793244,0.6399515,0.001407665,0.005450203,0.00398318,0.009499102,0.13518472],"study_design_scores_gemma":[0.00008340022,0.0005785844,0.40365243,0.0020620227,0.00004801349,0.000551185,0.5556745,0.0004115498,0.0011445619,0.00070346356,0.035027172,0.00006319422],"about_ca_topic_score_codex":0.16004129,"about_ca_topic_score_gemma":0.3940698,"teacher_disagreement_score":0.16004129,"about_ca_system_score_codex":0.008924516,"about_ca_system_score_gemma":0.016982278,"threshold_uncertainty_score":0.31821948},"labels":[],"label_agreement":null},{"id":"W4413250665","doi":"10.1017/gmh.2025.10050","title":"The concordance between the Montreal cognitive assessment and the repeatable battery for the assessment of neuropsychological status as a cognitive screening tool in a south African community sample","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Concordance; Cognition; Neuropsychology; Sample (material); Neuropsychological assessment; Psychology; Cognitive Assessment System; Medicine; Cognitive impairment; Clinical psychology; Gerontology; Psychiatry; Internal medicine","score_opus":0.04069209996359711,"score_gpt":0.4148799351837052,"score_spread":0.37418783522010807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413250665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99961543,0.000078407815,0.000055773817,0.000011828331,0.000002376699,0.000009054119,0.000051411636,6.7470876e-7,0.0001750734],"genre_scores_gemma":[0.9997782,0.000036182773,0.0000814726,0.00000618774,0.0000017251976,0.000010457493,0.0000387688,6.540622e-7,0.0000463365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826497,0.0007679798,0.00019383636,0.00025227465,0.00037067034,0.00015027978],"domain_scores_gemma":[0.99792886,0.00070019835,0.0006208539,0.00015474745,0.00048660144,0.00010877506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002702343,0.00031657962,0.00033513375,0.0015234563,0.00067594205,0.000686025,0.0005340786,0.00039593887,0.0012599402],"category_scores_gemma":[0.009881451,0.00025477144,0.0002658934,0.0009011406,0.0005957025,0.0004932064,0.00073040277,0.0002953519,0.00019539987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000123747,0.000040225725,0.9943591,0.000031760985,0.000064072985,0.0001166459,0.0014572795,0.00004387428,0.00068548566,0.00004617165,0.00007422346,0.0029574581],"study_design_scores_gemma":[0.000004888744,0.000059132628,0.9979609,0.000019253714,0.00001648075,0.00017805731,0.0012029654,0.0002389442,0.0001846025,0.000039912087,0.00008994071,0.0000049681985],"about_ca_topic_score_codex":0.022039946,"about_ca_topic_score_gemma":0.028820354,"teacher_disagreement_score":0.022039946,"about_ca_system_score_codex":0.00041827024,"about_ca_system_score_gemma":0.0003571032,"threshold_uncertainty_score":0.0438233},"labels":[],"label_agreement":null},{"id":"W4414049566","doi":"10.1017/gmh.2025.10034","title":"Development and preliminary inter-rater reliability of the new PROOF tool to measure fidelity of problem-solving therapy for depression delivered by non-specialists in a low-resource African setting","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fidelity; Competence (human resources); Proof of concept; Reliability (semiconductor); Psychometrics; Measure (data warehouse)","score_opus":0.014447147882451798,"score_gpt":0.3255608023549252,"score_spread":0.3111136544724734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414049566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95715886,0.00031171765,0.028256144,0.00028810723,0.00019973418,0.005066753,0.000899329,0.00010592134,0.0077133747],"genre_scores_gemma":[0.95294696,0.00015504805,0.037219677,0.000091242844,0.000052667237,0.0074736797,0.000676671,0.00005798575,0.0013260058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.94077957,0.034932934,0.00704137,0.002497517,0.013734778,0.0010139224],"domain_scores_gemma":[0.8592898,0.08077131,0.012720855,0.008447165,0.037561845,0.0012090586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07705105,0.00041185043,0.00070202386,0.0017055755,0.00092773663,0.0013702353,0.0007451739,0.0006320236,0.0017942573],"category_scores_gemma":[0.12041625,0.00058662053,0.0012721877,0.0011696802,0.0011094026,0.0010922977,0.0018977209,0.0011461983,0.00054883666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023201127,0.0016082342,0.7543242,0.0010424649,0.00063762895,0.00015869115,0.029146882,0.0014367895,0.010717933,0.0021038295,0.004701229,0.19180197],"study_design_scores_gemma":[0.00028988312,0.0033280887,0.96544313,0.00043308444,0.00021974459,0.00024607035,0.0058351094,0.0089018885,0.0068643675,0.0007735533,0.007566991,0.00009805857],"about_ca_topic_score_codex":0.0014699158,"about_ca_topic_score_gemma":0.003138338,"teacher_disagreement_score":0.07705105,"about_ca_system_score_codex":0.00097466767,"about_ca_system_score_gemma":0.001320872,"threshold_uncertainty_score":0.40748978},"labels":[],"label_agreement":null},{"id":"W4414294996","doi":"10.1017/gmh.2025.10057","title":"Climate change and resource insecurity-related mental health stressors among young adolescents in Kenya: Qualitative multi-method insights","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia; United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Canada Research Chairs","keywords":"Mental health; Poverty; Stressor; Psychological intervention; Focus group; Coping (psychology); Resource (disambiguation); Sanitation; Feeling; Qualitative research","score_opus":0.022218456657065584,"score_gpt":0.3267138789595579,"score_spread":0.3044954223024923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414294996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99305725,0.0011052756,0.0015975572,0.0011336607,0.000025397505,0.00062023103,0.00022437889,0.000004440067,0.0022316761],"genre_scores_gemma":[0.994121,0.0014761682,0.0019023886,0.00048651756,0.000007918399,0.0011433518,0.000070356444,0.0000066741063,0.0007856516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972103,0.002114849,0.00011163559,0.00010983464,0.00012286135,0.00033039678],"domain_scores_gemma":[0.9958138,0.0032380556,0.0003543604,0.000078573205,0.00024484668,0.00027031303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008494905,0.00034344092,0.000417036,0.0011515488,0.0053576212,0.0020197625,0.00078110147,0.0006605365,0.0019407305],"category_scores_gemma":[0.0058074854,0.00047949213,0.00025310667,0.0014276209,0.0036812134,0.0017953593,0.0030560496,0.0009825714,0.00009840108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003564647,0.0000583696,0.013995198,0.00032346707,0.0000081252165,0.00074747327,0.97595143,0.00005055791,0.0008250739,0.0012229532,0.00030391006,0.0064778556],"study_design_scores_gemma":[0.000004925579,0.00003658992,0.006145872,0.0003489123,0.000007937122,0.00014294677,0.98988414,0.00005981278,0.00017467201,0.0003053946,0.0028805742,0.000008285739],"about_ca_topic_score_codex":0.01892576,"about_ca_topic_score_gemma":0.052072298,"teacher_disagreement_score":0.01892576,"about_ca_system_score_codex":0.00456404,"about_ca_system_score_gemma":0.0051660766,"threshold_uncertainty_score":0.04492587},"labels":[],"label_agreement":null},{"id":"W4415119357","doi":"10.1017/gmh.2025.10067","title":"Trusting in times of the COVID-19 crisis: Workplace and government trust and depressive symptoms among healthcare workers","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Ministerstvo Zdravotnictví Ceské Republiky; Fondazione di Sardegna; UK Research and Innovation","keywords":"Government (linguistics); Mental health; Odds; Health care; Depressive symptoms; Interpersonal communication; Interpersonal relationship; Depression (economics)","score_opus":0.01947557361693275,"score_gpt":0.3660062082474014,"score_spread":0.3465306346304686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415119357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886596,0.00028866224,0.00002847598,0.00035505323,0.000006377599,0.0000028853317,0.000037448033,6.8542175e-7,0.00041434995],"genre_scores_gemma":[0.99981123,0.0000765656,0.000011462512,0.00002879052,0.0000033604313,0.0000014931061,0.000017203363,2.425547e-7,0.000049637365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922514,0.000312046,0.00007206639,0.000060039063,0.000113624876,0.00021705145],"domain_scores_gemma":[0.99480283,0.0009612922,0.002570626,0.00019587863,0.00034722386,0.0011220861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001582822,0.00010805863,0.00018526248,0.00041168026,0.0005464025,0.0010319479,0.000261752,0.000512202,0.0014965001],"category_scores_gemma":[0.007985256,0.00018078402,0.00028918154,0.0004583293,0.0004841425,0.00057219685,0.0009813901,0.00082432776,0.00011555338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042285523,0.00004442245,0.9948959,0.000016719743,0.000029476954,0.000050088314,0.0016284009,0.000021304351,0.000046159672,0.00003807587,0.00022107444,0.0029661562],"study_design_scores_gemma":[0.0000029523114,0.000043017062,0.9949929,0.000054420634,0.000011781708,0.00005142457,0.0045029917,0.000107556254,0.000017789442,0.00004440878,0.00016618651,0.00000456987],"about_ca_topic_score_codex":0.024265686,"about_ca_topic_score_gemma":0.031680364,"teacher_disagreement_score":0.024265686,"about_ca_system_score_codex":0.00069457747,"about_ca_system_score_gemma":0.00073822594,"threshold_uncertainty_score":0.048248887},"labels":[],"label_agreement":null},{"id":"W4415651714","doi":"10.1017/gmh.2025.10084","title":"Virtual reality offerings for wellbeing for and by marginalized populations: A scoping review on equity and intersectionality","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Neurological Institute and Hospital; Université de Montréal; Université du Québec à Montréal; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; McGill University","keywords":"Intersectionality; Equity (law); Grey literature; Narrative; Human sexuality; Digital divide; Gender equity; Flexibility (engineering)","score_opus":0.12095577333887912,"score_gpt":0.46181499885355315,"score_spread":0.340859225514674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415651714","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012638861,0.9961028,0.00021289763,0.00065829104,0.000119416094,0.00010494064,0.000044274264,0.0000035849998,0.001489839],"genre_scores_gemma":[0.014823575,0.9838418,0.00046350007,0.00038580457,0.00007851203,0.00023674102,0.000039557508,0.0000029973737,0.00012746739],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99008477,0.00570059,0.0018335556,0.00047504506,0.0015507363,0.0003553247],"domain_scores_gemma":[0.95020735,0.0438791,0.002828133,0.0005038536,0.0022623662,0.0003192391],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.012280861,0.0007742595,0.0025351522,0.012200038,0.001267987,0.0054429546,0.0014177787,0.0019270125,0.0047490294],"category_scores_gemma":[0.05406145,0.0006269968,0.0029434299,0.010302095,0.0020023144,0.0047789724,0.0036791558,0.0017195031,0.0002986655],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016389736,0.00008223172,0.0012756462,0.48659915,0.0013136978,0.0001683946,0.005700868,0.000261689,0.00020979613,0.01038604,0.0048474455,0.4889912],"study_design_scores_gemma":[0.00002379519,0.000075523225,0.0022992664,0.91873616,0.0023356325,0.00027389312,0.003647088,0.000078490775,0.0001458166,0.0016141767,0.070745006,0.00002507252],"about_ca_topic_score_codex":0.0054185647,"about_ca_topic_score_gemma":0.007539238,"teacher_disagreement_score":0.99858224,"about_ca_system_score_codex":0.0034799138,"about_ca_system_score_gemma":0.009878498,"threshold_uncertainty_score":0.0649482},"labels":[],"label_agreement":null},{"id":"W4416102265","doi":"10.1017/gmh.2025.10088","title":"The use of geographic information systems (GIS) in studying mental health service delivery: A scoping review","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Geographic information system; GIS and public health; Mental health; Information system; Service delivery framework; Service (business); Scope (computer science); Local information systems","score_opus":0.06389162842073727,"score_gpt":0.3828523893096117,"score_spread":0.31896076088887443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416102265","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043949872,0.9974806,0.00041594077,0.00047787002,0.00013752212,0.00026239984,0.00016050038,0.0000086790415,0.00061697804],"genre_scores_gemma":[0.0034945677,0.99475443,0.0009457567,0.00015176438,0.000049561215,0.00042546002,0.000113460934,0.0000042369743,0.000060731778],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9799227,0.008912083,0.0067287656,0.0009966858,0.0030786502,0.00036104643],"domain_scores_gemma":[0.8821501,0.10148105,0.007540016,0.0013392984,0.0070649977,0.00042452166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02108795,0.0016477165,0.005539387,0.037696164,0.001519138,0.0067992,0.0028587624,0.0033648931,0.0039522788],"category_scores_gemma":[0.09299476,0.0016509781,0.0059756944,0.045107108,0.002293853,0.007297187,0.0033681088,0.0018352169,0.0006599252],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006202944,0.00003296659,0.0012034259,0.72774315,0.0017306154,0.00014018305,0.0014032784,0.00046050467,0.00013753789,0.0024339545,0.0045296396,0.2601227],"study_design_scores_gemma":[0.00002214541,0.000067135596,0.0018505593,0.950619,0.0037399996,0.0001793119,0.0010684156,0.00019698839,0.00011635557,0.0008770972,0.041230958,0.000032124637],"about_ca_topic_score_codex":0.015391103,"about_ca_topic_score_gemma":0.025485372,"teacher_disagreement_score":0.037696164,"about_ca_system_score_codex":0.0065004895,"about_ca_system_score_gemma":0.020107567,"threshold_uncertainty_score":0.11152506},"labels":[],"label_agreement":null},{"id":"W4416307160","doi":"10.1017/gmh.2026.10232","title":"Food Insecurity and Child Mental Health in Masaka District, Uganda: Qualitative Study Using a Realist Thematic Analysis","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"King's College London","keywords":"Thematic analysis; Mental health; Psychosocial; Qualitative research; Psychological intervention; Poverty; Focus group; Conceptual framework; Rigour","score_opus":0.11074689126803447,"score_gpt":0.4897883597213878,"score_spread":0.3790414684533533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416307160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877966,0.0020683669,0.0029894882,0.002506223,0.000045273162,0.0009106201,0.0003289908,0.000010846251,0.0033436392],"genre_scores_gemma":[0.99117917,0.001983559,0.0033691793,0.00045458422,0.000012703919,0.0015543659,0.00010449825,0.000011942175,0.001329822],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9938023,0.0046207323,0.00024501295,0.00028394474,0.00033550226,0.00071245973],"domain_scores_gemma":[0.99036145,0.0075098705,0.0007750025,0.00022289525,0.00055942475,0.00057145295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011228927,0.0003418317,0.00086031016,0.0024728442,0.009475181,0.0034286785,0.001941512,0.0012385425,0.0021230783],"category_scores_gemma":[0.01176377,0.00066360907,0.0003914101,0.003962528,0.006350297,0.0029094187,0.0051458664,0.0016256194,0.00013862886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025357163,0.00003006546,0.004459079,0.00048615457,0.000005933115,0.001025057,0.98724526,0.00007150369,0.00028628274,0.001345624,0.0003959041,0.0046237856],"study_design_scores_gemma":[0.000003710778,0.000023214403,0.0027886392,0.00040596424,0.0000038393714,0.00021363169,0.9913475,0.00009179075,0.00010947929,0.0003709554,0.0046327636,0.000008535729],"about_ca_topic_score_codex":0.012841073,"about_ca_topic_score_gemma":0.021181801,"teacher_disagreement_score":0.012841073,"about_ca_system_score_codex":0.008836865,"about_ca_system_score_gemma":0.006376044,"threshold_uncertainty_score":0.06411624},"labels":[],"label_agreement":null},{"id":"W4416783555","doi":"10.1017/gmh.2025.10093","title":"Global mental health and psychosocial support programming: An expert review of major implementation and funding challenges","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"School of Medicine, New York University; York University","keywords":"Mental health; Psychosocial; Workforce; Workforce development; Global mental health; Focus group; Capacity building; Context (archaeology)","score_opus":0.05277960345260734,"score_gpt":0.47577430811443605,"score_spread":0.4229947046618287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416783555","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046127342,0.98067504,0.0007268998,0.014901346,0.0007784768,0.00013040677,0.00019926592,0.000033639593,0.0020936572],"genre_scores_gemma":[0.0039290264,0.98933405,0.002033588,0.0037448974,0.00028996335,0.00023303878,0.00016893183,0.000031537613,0.00023488085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9798385,0.008307585,0.0055992454,0.0011744633,0.004271258,0.00080903067],"domain_scores_gemma":[0.83580357,0.12959848,0.0109132165,0.002155664,0.019225268,0.002303759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05933089,0.0014799449,0.0027667983,0.011277989,0.001143523,0.004592538,0.0039919238,0.0032610511,0.005442924],"category_scores_gemma":[0.12357661,0.0012475407,0.0035434715,0.013081961,0.0021532695,0.006344198,0.005204885,0.0046718074,0.0011301968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008795381,0.00005188409,0.00086008303,0.17072453,0.00059281045,0.00014227531,0.0021718794,0.00050219876,0.00015605886,0.0054998216,0.058047384,0.7611631],"study_design_scores_gemma":[0.000044082044,0.0000789968,0.0018281826,0.56762373,0.0014745758,0.0003093117,0.0015966638,0.00014095832,0.00021237305,0.0029373849,0.42369995,0.00005384022],"about_ca_topic_score_codex":0.011354582,"about_ca_topic_score_gemma":0.021561116,"teacher_disagreement_score":0.05933089,"about_ca_system_score_codex":0.006930589,"about_ca_system_score_gemma":0.03371416,"threshold_uncertainty_score":0.31377554},"labels":[],"label_agreement":null},{"id":"W4417309313","doi":"10.1017/gmh.2025.10116","title":"Modeling the pathways from antisocial media exposure to subjective well-being through school-based victimization in Nigeria","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mediation; Structural equation modeling; Psychological intervention; Media use; Human factors and ergonomics; Peer group; Poison control; Digital media; Injury prevention","score_opus":0.014562717879354923,"score_gpt":0.30455382976234086,"score_spread":0.28999111188298593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417309313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950729,0.0003366947,0.0028806855,0.00035282664,0.000013984858,0.000082010745,0.00024942635,0.000013477239,0.0009979508],"genre_scores_gemma":[0.9963121,0.0003800009,0.0022428685,0.000021773441,0.000004010831,0.00012695086,0.00020204438,0.0000034062962,0.000706894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932265,0.00041678344,0.000033055254,0.000096583884,0.000024900211,0.00010610922],"domain_scores_gemma":[0.9984744,0.0010486982,0.0001999255,0.000060885046,0.00009387896,0.0001220791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015742518,0.00065501523,0.0003712426,0.00072558667,0.00076876674,0.0014673803,0.0006377453,0.0005758497,0.0036307909],"category_scores_gemma":[0.0039014178,0.00062053284,0.0012060553,0.0005139629,0.0005120941,0.0009136982,0.0014562613,0.0010671299,0.00021446055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001833094,0.0004876349,0.9672588,0.00011010512,0.00031500089,0.0005072359,0.0017759105,0.011028346,0.00027897867,0.0039720316,0.0002895842,0.0137930475],"study_design_scores_gemma":[0.0001574211,0.0014419998,0.71660876,0.00089038874,0.0021731635,0.0007865139,0.020593198,0.23700061,0.0011656447,0.014907409,0.004180611,0.0000942481],"about_ca_topic_score_codex":0.058358483,"about_ca_topic_score_gemma":0.064215705,"teacher_disagreement_score":0.058358483,"about_ca_system_score_codex":0.0011508595,"about_ca_system_score_gemma":0.0039398246,"threshold_uncertainty_score":0.11603761},"labels":[],"label_agreement":null}]}