{"meta":{"query_hash":"fd4bf916b9e2","filters":{"venue":"Advances in mental health and addiction"},"cohort_total":42,"direct_labels_cover":0,"predictions_cover":42,"exported":42,"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/fd4bf916b9e2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+mental+health+and+addiction"},"results":[{"id":"W2917939655","doi":"10.1007/978-3-030-03225-8_10","title":"Meaning-Centered Men’s Groups (MCMG) for the Transition to Retirement","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; London Health Sciences Centre; Victoria Hospital","funders":"","keywords":"Logotherapy; Psychosocial; Psychological intervention; Meaning (existential); Psychology; Mental health; Context (archaeology); Existentialism; Gerontology; Intervention (counseling); Harm; Clinical psychology; Psychotherapist; Medicine; Social psychology; Psychiatry; Political science","score_opus":0.030517549689065015,"score_gpt":0.3532116603849974,"score_spread":0.3226941106959324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917939655","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":[0.017581582,0.102973476,0.008534796,0.14952117,0.021377973,0.00024977804,0.00017228597,0.00024081714,0.69934815],"genre_scores_gemma":[0.16942352,0.046123724,0.01809875,0.033674322,0.0036958638,0.000494745,0.00021907076,0.00022620012,0.72804385],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9996463,0.00013985523,0.0000090726535,0.00003514433,0.00009188906,0.00007776125],"domain_scores_gemma":[0.9997458,0.00007633159,0.000015564925,0.000016441343,0.000017165365,0.00012864881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012422286,0.0003810007,0.00019806632,0.00038619022,0.0027458798,0.0021898556,0.0007970105,0.0021321317,0.021267084],"category_scores_gemma":[0.0012104206,0.00011667878,0.00030939167,0.00056497916,0.002390217,0.002751742,0.003842188,0.0036904379,0.0027563625],"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":[0.00002163336,0.00009946326,0.00025492554,0.00019988888,0.0000041143617,0.00010075469,0.010016191,0.00011180994,0.00013914348,0.3241933,0.34785643,0.31700233],"study_design_scores_gemma":[0.000007282031,0.000028884446,0.000930579,0.00046966877,0.0000024961278,0.000113992945,0.0038664266,0.00007243435,0.00006115082,0.064650744,0.9297892,0.000007109722],"about_ca_topic_score_codex":0.0022240407,"about_ca_topic_score_gemma":0.0102093825,"teacher_disagreement_score":0.021267084,"about_ca_system_score_codex":0.0018480303,"about_ca_system_score_gemma":0.0029838814,"threshold_uncertainty_score":0.071145475},"labels":[],"label_agreement":null},{"id":"W2981665723","doi":"10.1007/978-3-030-26437-6_8","title":"Exploring an Islamically Integrated Peer Support Model for Muslim Syrian Refugees","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Islam; Faith; Mental health; Refugee; Coping (psychology); Peer support; Context (archaeology); Sociology; Psychology; Psychotherapist; Social psychology; Political science; Psychiatry; Law; Epistemology","score_opus":0.0831255351635475,"score_gpt":0.399999264706726,"score_spread":0.3168737295431785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981665723","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":[0.51524264,0.0022737212,0.008307393,0.020184396,0.00050790916,0.00018838243,0.000044075907,0.000057932815,0.45319358],"genre_scores_gemma":[0.94779396,0.0011353185,0.0052529047,0.00063660846,0.000071944785,0.0001214202,0.00002419744,0.000012799255,0.044950727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9996118,0.000240533,0.0000069098087,0.000018361867,0.00005150533,0.00007092405],"domain_scores_gemma":[0.9996307,0.00014384318,0.000026835272,0.000019228135,0.000046822614,0.00013256434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009625504,0.00017477365,0.00011915872,0.00023040433,0.00251421,0.002798029,0.0009821521,0.0007612087,0.009848094],"category_scores_gemma":[0.0012280681,0.00008341701,0.00024895466,0.00027322705,0.0011029621,0.0020978076,0.0021194296,0.0012777476,0.0006258857],"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":[0.00013005863,0.0014707948,0.009789079,0.0002769771,0.000041956402,0.0015537402,0.13879122,0.0018993616,0.0013938606,0.56452656,0.028170746,0.25195575],"study_design_scores_gemma":[0.00014657286,0.0010497591,0.02566557,0.0008466486,0.00011226272,0.0013878689,0.46788436,0.014264733,0.00091355725,0.15958571,0.32807064,0.000072300834],"about_ca_topic_score_codex":0.0027913593,"about_ca_topic_score_gemma":0.012777298,"teacher_disagreement_score":0.009848094,"about_ca_system_score_codex":0.0011902105,"about_ca_system_score_gemma":0.0025689432,"threshold_uncertainty_score":0.032945156},"labels":[],"label_agreement":null},{"id":"W2982247040","doi":"10.1007/978-3-030-26437-6_15","title":"A Cross-Cultural Study on Dimensions of Experiences of Shame and Guilt Between Mainland Chinese and Euro-Canadians","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coalition for Research in Women's Health; York University","funders":"","keywords":"Shame; Mainland; Psychology; Mainland China; Social psychology; Geography; China; Archaeology","score_opus":0.027482319893227764,"score_gpt":0.39428906323574475,"score_spread":0.366806743342517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982247040","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":[0.9982509,0.0001653931,0.000022062382,0.00009996472,0.000010957738,0.0000103417115,0.00005669686,4.5582976e-7,0.0013831169],"genre_scores_gemma":[0.99722666,0.0003231547,0.000076452125,0.00016713211,0.000007207314,0.000019823223,0.00011897621,0.0000032651708,0.0020572918],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990829,0.00019341477,0.00003337221,0.00009441748,0.0001867556,0.00040919203],"domain_scores_gemma":[0.99843174,0.00036081581,0.00025469062,0.00006725846,0.00045828705,0.00042719574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016160151,0.0005116499,0.000488284,0.0016038907,0.010008428,0.0024476899,0.0009353689,0.00059548137,0.0020740437],"category_scores_gemma":[0.0021015431,0.0003820394,0.00046810583,0.003924119,0.004468359,0.0011507061,0.0024130095,0.001830655,0.00017096665],"study_design_candidate":"observational","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":[0.00008687491,0.00011473024,0.19002454,0.000041148178,0.000033897377,0.0005005303,0.800734,0.000021313177,0.0006139922,0.0009209936,0.0008237012,0.006084228],"study_design_scores_gemma":[0.0000036212193,0.0000491895,0.3133637,0.00004117941,0.000013558991,0.0001966072,0.68420327,0.0000243359,0.00007995385,0.00005707089,0.0019477828,0.000019696443],"about_ca_topic_score_codex":0.8886937,"about_ca_topic_score_gemma":0.9518088,"teacher_disagreement_score":0.11130631,"about_ca_system_score_codex":0.011435856,"about_ca_system_score_gemma":0.010001396,"threshold_uncertainty_score":0.22392356},"labels":[],"label_agreement":null},{"id":"W4251084743","doi":"10.1007/978-3-030-26437-6_3","title":"Disability Culture","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McMaster University; Canadian Centre on Disability Studies","funders":"","keywords":"Diversity (politics); Mainstream; Inclusion (mineral); Context (archaeology); Perspective (graphical); Disability studies; Sociology; Cultural diversity; Medical model of disability; Gender studies; Social justice; Public relations; Political science; Social science; Psychology; Anthropology; Geography","score_opus":0.014823371900651423,"score_gpt":0.35694908086417443,"score_spread":0.342125708963523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251084743","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001148079,0.00097408047,0.00028308106,0.003395891,0.00039116558,0.0000098546125,0.000022519429,0.00001012306,0.9937651],"genre_scores_gemma":[0.079772204,0.0020181537,0.00022623112,0.0039375606,0.0002781324,0.00005703965,0.00005494706,0.000054981818,0.91360074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989215,0.00037652618,0.000027609458,0.00011386431,0.00026437562,0.00029615528],"domain_scores_gemma":[0.99965405,0.00008532686,0.000018883842,0.00004702764,0.00009954869,0.00009527708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090562075,0.0006521278,0.00038666913,0.0010348349,0.009941365,0.008287917,0.00085443724,0.0019724295,0.041301016],"category_scores_gemma":[0.0014562911,0.00015806004,0.00017712473,0.0010160693,0.009048989,0.0042809537,0.005275065,0.0044531845,0.008586188],"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":[0.000002897744,0.000017009075,0.00005664082,0.00001762819,8.659043e-7,0.00004305646,0.0050735814,0.000019381727,0.0000311117,0.92283773,0.05945125,0.012448908],"study_design_scores_gemma":[0.0000017888556,0.0000039649813,0.00014817962,0.00009157525,0.0000010663811,0.00007696495,0.0042547584,0.000022226934,0.000054660133,0.05647784,0.93886316,0.0000038127257],"about_ca_topic_score_codex":0.021918543,"about_ca_topic_score_gemma":0.039884876,"teacher_disagreement_score":0.041301016,"about_ca_system_score_codex":0.006949608,"about_ca_system_score_gemma":0.0047429143,"threshold_uncertainty_score":0.13816565},"labels":[],"label_agreement":null},{"id":"W4395683559","doi":"10.1007/978-3-031-54295-4_7","title":"Meaning-Centered Positive Education (PE 2.0): Based on the New Paradigm of Existential Positive Psychology (EPP)","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Existentialism; Meaning (existential); Psychology; Positive psychology; Psychotherapist; Epistemology; Psychoanalysis; Social psychology; Philosophy","score_opus":0.020420744408139877,"score_gpt":0.3611633312299398,"score_spread":0.3407425868217999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395683559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004055946,0.03737786,0.065913424,0.015140803,0.0032858318,0.00015655575,0.00007247143,0.0004538943,0.87354326],"genre_scores_gemma":[0.17717892,0.07542422,0.10996506,0.014514519,0.00285011,0.0010225605,0.00024086272,0.00070906087,0.6180946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99973875,0.000101194964,0.00000764658,0.00002810356,0.00009197437,0.000032280834],"domain_scores_gemma":[0.9997625,0.00014034784,0.000011808597,0.000018264656,0.000022286129,0.00004481698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082186185,0.0005172774,0.00025214683,0.000700799,0.00078312156,0.0034732213,0.0006212895,0.0012934912,0.010788017],"category_scores_gemma":[0.00068513415,0.00016924672,0.0004610977,0.00063827285,0.0037196884,0.002847324,0.0021077262,0.003796419,0.0027903323],"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":[0.0000138471105,0.000052577176,0.00010589569,0.00033343476,0.0000047658127,0.00008331625,0.0021761172,0.0002929995,0.0005154178,0.6308035,0.06315909,0.3024591],"study_design_scores_gemma":[0.000006975624,0.000045534565,0.0007412848,0.00049909076,0.000004846554,0.0004669726,0.000629592,0.00051838235,0.00041040953,0.46509403,0.5315688,0.000014187167],"about_ca_topic_score_codex":0.00067352486,"about_ca_topic_score_gemma":0.0015263299,"teacher_disagreement_score":0.010788017,"about_ca_system_score_codex":0.0010841881,"about_ca_system_score_gemma":0.0018989117,"threshold_uncertainty_score":0.03608954},"labels":[],"label_agreement":null},{"id":"W4399158613","doi":"10.1007/978-3-031-56192-4_15","title":"Understanding Stressors of School Teachers in Nepal","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Stressor; Psychology; Mathematics education; Clinical psychology","score_opus":0.06127085105255783,"score_gpt":0.40925851495976706,"score_spread":0.34798766390720925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399158613","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":[0.62176096,0.033889107,0.0019158972,0.06530395,0.00088852353,0.00008184888,0.00024988607,0.00005179315,0.275858],"genre_scores_gemma":[0.92082226,0.015712148,0.001000708,0.0035507018,0.000100550205,0.00006276384,0.00008917647,0.000027095417,0.058634568],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995403,0.00019452114,0.000012885681,0.000035015357,0.000047016958,0.00017026246],"domain_scores_gemma":[0.99950707,0.00018114099,0.00007502384,0.000010838142,0.00006343401,0.00016255052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007220078,0.00028325318,0.00026104145,0.00060626434,0.0077514355,0.0051355995,0.00084255607,0.0010146985,0.004308395],"category_scores_gemma":[0.0010882164,0.00031533948,0.00017077067,0.0009880682,0.0027879702,0.0030649668,0.003345922,0.0029684263,0.00044625517],"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":[0.000020641794,0.00011679071,0.03109077,0.00031563698,0.000007780884,0.0019178203,0.8568158,0.00017570004,0.00060342345,0.027289331,0.016074168,0.06557214],"study_design_scores_gemma":[0.0000014167516,0.000021335662,0.03181981,0.0005175331,0.0000042063243,0.00035910212,0.86356807,0.000053039545,0.00011421785,0.0054037967,0.09812531,0.000012108213],"about_ca_topic_score_codex":0.071181774,"about_ca_topic_score_gemma":0.26313215,"teacher_disagreement_score":0.071181774,"about_ca_system_score_codex":0.0062600556,"about_ca_system_score_gemma":0.007212902,"threshold_uncertainty_score":0.14153492},"labels":[],"label_agreement":null},{"id":"W4399158617","doi":"10.1007/978-3-031-56192-4_12","title":"Participation and Engagement Barriers Faced by Young Black Women Within Health Promotion Youth Programming and Community Drop-In Spaces","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Drop (telecommunication); Drop out; Promotion (chess); Psychology; Sociology; Political science; Demographic economics; Computer science; Economics; Telecommunications; Politics","score_opus":0.031186025965915236,"score_gpt":0.3448092106754157,"score_spread":0.31362318470950046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399158617","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":[0.8896166,0.0020721417,0.0007629461,0.016304532,0.0004493794,0.000115547395,0.000147935,0.000031134092,0.09049982],"genre_scores_gemma":[0.91005206,0.0031405205,0.0014968368,0.002477065,0.000095840995,0.00026636972,0.00015967064,0.000053085285,0.08225859],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99934906,0.00017538233,0.00001091963,0.000036127185,0.000105705796,0.00032274085],"domain_scores_gemma":[0.9993044,0.00017494368,0.00007185208,0.0000085299735,0.000055941066,0.00038427845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091352675,0.00021558405,0.00022526336,0.0003301285,0.0044040647,0.0031341533,0.0007441013,0.000750177,0.0090189455],"category_scores_gemma":[0.0015244437,0.00021360427,0.00026342864,0.00050879846,0.0006838969,0.0015675318,0.002973025,0.0018781126,0.0006637369],"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":[0.00015238173,0.00089970505,0.08672214,0.00039418004,0.000028802328,0.0016893466,0.62560797,0.00011631795,0.0025126964,0.017979521,0.034324795,0.22957209],"study_design_scores_gemma":[0.000011913358,0.00016332613,0.06909129,0.00053810363,0.000020034478,0.00039701804,0.8437085,0.000190581,0.0004395455,0.0022934678,0.08312533,0.00002087558],"about_ca_topic_score_codex":0.02803129,"about_ca_topic_score_gemma":0.1264414,"teacher_disagreement_score":0.02803129,"about_ca_system_score_codex":0.0018165808,"about_ca_system_score_gemma":0.0044017737,"threshold_uncertainty_score":0.055736244},"labels":[],"label_agreement":null},{"id":"W4399158623","doi":"10.1007/978-3-031-56192-4_16","title":"What’s Next? Surviving the COVID-19 Pandemic Era and the Mental Health Ramifications Among Emerging Adults (18–25 Years) in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Trent University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; History; Political science; Medicine; Virology; Psychiatry; Infectious disease (medical specialty); Outbreak; Disease","score_opus":0.03718233596264763,"score_gpt":0.38038972069744753,"score_spread":0.3432073847347999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399158623","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":[0.026773328,0.11153361,0.0003611814,0.6306074,0.01622177,0.000107937754,0.0027472123,0.00008236381,0.21156518],"genre_scores_gemma":[0.23317006,0.26099312,0.0019852354,0.17357723,0.0045254556,0.0001842104,0.0023714101,0.00020857225,0.32298473],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9988686,0.00007274293,0.000017854869,0.000038216607,0.00028159132,0.0007209838],"domain_scores_gemma":[0.9981086,0.00008875574,0.000056132783,0.000012670635,0.0004729188,0.0012607663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009833684,0.00031012198,0.000372564,0.00070064,0.009753594,0.0065420815,0.0012741673,0.0020063852,0.013140439],"category_scores_gemma":[0.0020377967,0.00022557695,0.00045675962,0.0021436338,0.0026903693,0.0025166962,0.0020317324,0.0053753387,0.0013815627],"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":[0.000021518703,0.000042163207,0.009093151,0.00027393026,0.000016273096,0.00040242568,0.011497582,0.00013757747,0.00012967875,0.020986972,0.8713174,0.08608141],"study_design_scores_gemma":[0.000012386847,0.000022081646,0.046597928,0.0012464471,0.000027870989,0.00023919265,0.04875381,0.00012820336,0.00009123551,0.003793384,0.8990349,0.00005256942],"about_ca_topic_score_codex":0.9936701,"about_ca_topic_score_gemma":0.9984126,"teacher_disagreement_score":0.061600514,"about_ca_system_score_codex":0.061600514,"about_ca_system_score_gemma":0.27796677,"threshold_uncertainty_score":0.44694513},"labels":[],"label_agreement":null},{"id":"W4399181424","doi":"10.1007/978-3-031-56192-4_20","title":"Can Complexity Theory Help Us to Understand Mental Health Policy?","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Mental health; Psychology; Computer science; Political science; Sociology; Psychiatry","score_opus":0.115630581088281,"score_gpt":0.4398442436212634,"score_spread":0.3242136625329824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399181424","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":[0.009497012,0.027816474,0.25555882,0.2796801,0.0051338472,0.00008532695,0.00032788367,0.00015220112,0.42174825],"genre_scores_gemma":[0.70373774,0.049646534,0.10584178,0.03671256,0.01144397,0.00055185845,0.0004045253,0.00036222886,0.091298826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984189,0.0008726924,0.000043751166,0.00011631993,0.00040420963,0.0001441001],"domain_scores_gemma":[0.99250907,0.0064821695,0.00022545308,0.0002263875,0.00035072514,0.00020621312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035803602,0.0010456125,0.0011053428,0.0017181948,0.0012815191,0.0054732757,0.0011864111,0.002915133,0.011912249],"category_scores_gemma":[0.009076134,0.00046147476,0.00061700563,0.0013361629,0.00991602,0.011883905,0.0019705766,0.006279848,0.0012300671],"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":[0.000002201297,0.000008836482,0.000042460844,0.000033830987,0.0000055844475,0.000007633718,0.00006258291,0.0017993103,0.000013833865,0.9882373,0.004776675,0.0050097206],"study_design_scores_gemma":[0.0000011444572,0.0000014605927,0.000021914982,0.000018529745,0.000001018314,0.0000024925162,0.000047615897,0.0011028228,0.000009034242,0.9916562,0.00713554,0.000002283617],"about_ca_topic_score_codex":0.005002688,"about_ca_topic_score_gemma":0.0050665466,"teacher_disagreement_score":0.011912249,"about_ca_system_score_codex":0.005270413,"about_ca_system_score_gemma":0.0037434977,"threshold_uncertainty_score":0.039850473},"labels":[],"label_agreement":null},{"id":"W4399181924","doi":"10.1007/978-3-031-56192-4_7","title":"Refugee Youth: Early Mental Health Intervention and Support","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Refugee; Mental health; Intervention (counseling); Psychology; Psychiatry; Political science","score_opus":0.018007924239751564,"score_gpt":0.3570829284817845,"score_spread":0.33907500424203296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399181924","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14471309,0.055575535,0.0029442902,0.27007207,0.008708848,0.00068959047,0.0007247807,0.00034961378,0.5162222],"genre_scores_gemma":[0.48433104,0.062741764,0.011066756,0.029843185,0.0023862624,0.0013590796,0.000889154,0.00017780374,0.40720487],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997762,0.000086194465,0.0000069539647,0.000008742563,0.000028483046,0.00009343979],"domain_scores_gemma":[0.99968946,0.00004851191,0.000013503787,0.000006289068,0.000028337334,0.00021394007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084645563,0.00030875872,0.000292874,0.00031718746,0.001937139,0.0018599312,0.0007504831,0.0012887568,0.02408078],"category_scores_gemma":[0.00094970287,0.0002219867,0.0001939134,0.00030412088,0.00055639667,0.0012674327,0.0023548095,0.0026145955,0.0027570978],"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":[0.00007769569,0.0015663023,0.010003529,0.00040016754,0.000008421969,0.0026034184,0.018486643,0.00012246573,0.0007797082,0.024325782,0.41033027,0.5312955],"study_design_scores_gemma":[0.00008586185,0.0004446305,0.061355077,0.00263768,0.000019596167,0.0034296592,0.1164344,0.00018155471,0.0005111976,0.015213435,0.7996538,0.000033046515],"about_ca_topic_score_codex":0.0058243866,"about_ca_topic_score_gemma":0.033874087,"teacher_disagreement_score":0.02408078,"about_ca_system_score_codex":0.001077554,"about_ca_system_score_gemma":0.006187534,"threshold_uncertainty_score":0.08055824},"labels":[],"label_agreement":null},{"id":"W4399181992","doi":"10.1007/978-3-031-56192-4_14","title":"Faculty Expectations and Experiences: The Return to On-Campus Teaching and Learning","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Mathematics education; Psychology; Medical education; Pedagogy; Medicine","score_opus":0.017002255056572588,"score_gpt":0.3680005090230887,"score_spread":0.35099825396651607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399181992","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":[0.67510694,0.002385305,0.0019519508,0.105372556,0.0037705088,0.000069520305,0.00020428984,0.00030093367,0.210838],"genre_scores_gemma":[0.9266362,0.0009288103,0.0007346475,0.0032640866,0.0003465164,0.00004175903,0.00008370022,0.00015021536,0.06781411],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9970289,0.0011416941,0.00006621442,0.00012035055,0.0008463024,0.000796654],"domain_scores_gemma":[0.9924191,0.00129885,0.00037464287,0.0003166417,0.00071793847,0.0048727226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042779567,0.00018600837,0.00024029484,0.0004502703,0.005249899,0.008484509,0.0015327374,0.0017290589,0.01251601],"category_scores_gemma":[0.011270515,0.00017662722,0.00043336602,0.00066767295,0.0034588578,0.0043852255,0.005645085,0.0043799197,0.001908869],"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":[0.00022440546,0.0015922302,0.025094464,0.00014475446,0.00002479314,0.0026814833,0.3211196,0.0002842275,0.0018405799,0.03935677,0.17823446,0.42940232],"study_design_scores_gemma":[0.000020489908,0.00029206238,0.057307553,0.00023721551,0.000013078371,0.0012529639,0.6942816,0.00033536906,0.0011550729,0.010402485,0.23463905,0.00006306156],"about_ca_topic_score_codex":0.0070228833,"about_ca_topic_score_gemma":0.020205965,"teacher_disagreement_score":0.01251601,"about_ca_system_score_codex":0.004666325,"about_ca_system_score_gemma":0.008362763,"threshold_uncertainty_score":0.041870236},"labels":[],"label_agreement":null},{"id":"W4399181993","doi":"10.1007/978-3-031-56192-4_4","title":"Mattering and Feelings of Not Mattering in Suicide Risk and Prevention: Conceptualization, Review, and Public Health Recommendations","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Conceptualization; Feeling; Public health; Psychology; Psychotherapist; Social psychology; Medicine; Nursing; Computer science","score_opus":0.0448382310391777,"score_gpt":0.38026134929537136,"score_spread":0.33542311825619364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399181993","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":[0.000087600674,0.9936992,0.00005710699,0.0048532775,0.00068400253,0.0000066484536,0.000019246325,0.0000024844142,0.0005904506],"genre_scores_gemma":[0.00081236585,0.99322414,0.00028849207,0.0040654955,0.00084920885,0.000031353335,0.000029426414,0.0000022236372,0.0006972938],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99926025,0.00030988848,0.00013374332,0.00006887412,0.0001832806,0.000043875818],"domain_scores_gemma":[0.9953667,0.0037301283,0.00042179463,0.000042068204,0.00032992687,0.00010927731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032899962,0.0008427102,0.002788917,0.0020714852,0.00053690316,0.0040606256,0.00144879,0.0030097268,0.006603071],"category_scores_gemma":[0.005687681,0.00043813747,0.0012023544,0.0034374506,0.0018357841,0.004695403,0.0014999828,0.004718186,0.0011081103],"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":[0.00013908272,0.000118126256,0.00080245454,0.06681816,0.00033360615,0.00028902167,0.0014751855,0.0001362344,0.00023190968,0.029558066,0.17554061,0.7245576],"study_design_scores_gemma":[0.00011598226,0.00013834857,0.00560312,0.14952335,0.0007504506,0.0017551506,0.0031027202,0.00015371632,0.000121047364,0.03006332,0.8085826,0.00009011791],"about_ca_topic_score_codex":0.0050934134,"about_ca_topic_score_gemma":0.0167977,"teacher_disagreement_score":0.006603071,"about_ca_system_score_codex":0.0020153546,"about_ca_system_score_gemma":0.006222386,"threshold_uncertainty_score":0.022089422},"labels":[],"label_agreement":null},{"id":"W4399182153","doi":"10.1007/978-3-031-56192-4_1","title":"The Pervasiveness and Public Mental Health Significance of Loneliness: Assessing, Understanding, and Preventing Unbearable and Enduring Loneliness","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Loneliness; Mental health; Psychology; Social psychology; Psychiatry","score_opus":0.044958607829687046,"score_gpt":0.3640257621391696,"score_spread":0.31906715430948257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399182153","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03959578,0.44988143,0.009799262,0.23669076,0.013290995,0.00021644137,0.00055913854,0.00012624575,0.24983995],"genre_scores_gemma":[0.3245531,0.52859426,0.015627516,0.046419818,0.0093902415,0.0005203167,0.00041655276,0.00008888484,0.07438934],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993129,0.00035012045,0.000030032863,0.0000491813,0.00020454096,0.000053206684],"domain_scores_gemma":[0.998697,0.00091863977,0.00010665477,0.000032987715,0.000107270476,0.00013747832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012846342,0.00053636555,0.0006075062,0.00062477274,0.0010440815,0.0035493996,0.00049912976,0.0012022422,0.0025803936],"category_scores_gemma":[0.0029626458,0.00023223978,0.00044977028,0.00060530734,0.0032446203,0.003598065,0.002112035,0.0038879358,0.00045584614],"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":[0.000044670243,0.00018007125,0.018501982,0.0016034696,0.0001229859,0.0002771821,0.023877647,0.00036898552,0.00060124777,0.10782741,0.20685363,0.6397407],"study_design_scores_gemma":[0.000019966283,0.00024700997,0.0989967,0.007816501,0.00012786838,0.0020702987,0.059104487,0.00067589304,0.0005751033,0.23528641,0.5949468,0.00013302841],"about_ca_topic_score_codex":0.0044283886,"about_ca_topic_score_gemma":0.017716654,"teacher_disagreement_score":0.0044283886,"about_ca_system_score_codex":0.0010095721,"about_ca_system_score_gemma":0.003393363,"threshold_uncertainty_score":0.008805215},"labels":[],"label_agreement":null},{"id":"W4400257841","doi":"10.1007/978-3-031-58373-5_3","title":"Afro-Caribbean Canadian Youth Mental Health: Paving the Way Forward from the Margin to the Centre","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Margin (machine learning); Mental health; Psychology; Psychiatry; Computer science","score_opus":0.02526012982869423,"score_gpt":0.3325567635354922,"score_spread":0.30729663370679794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400257841","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":[0.011987427,0.08885136,0.00084345875,0.3166987,0.0066011334,0.00009031366,0.0006588762,0.00014204078,0.57412666],"genre_scores_gemma":[0.19376022,0.14119835,0.0048749507,0.05511479,0.0023415154,0.00018613104,0.0005473989,0.00028004512,0.6016966],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9981275,0.00026591556,0.000021229116,0.00006747114,0.00052851514,0.0009893276],"domain_scores_gemma":[0.99832875,0.0002438186,0.000042889074,0.000030920703,0.0006584148,0.0006953317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022697442,0.0007409634,0.00060533616,0.001848104,0.019687818,0.010553401,0.0016775707,0.0032275855,0.020243084],"category_scores_gemma":[0.0025143165,0.00032878105,0.00048619867,0.0043635336,0.007976218,0.0036335536,0.003418684,0.0043143476,0.0019968105],"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":[0.00002474322,0.000039697334,0.0024300886,0.00027300225,0.00001156804,0.00022450021,0.020115435,0.00012048096,0.00013672776,0.21243112,0.6345203,0.1296723],"study_design_scores_gemma":[0.0000067837614,0.000008432285,0.0048408713,0.00074702594,0.000013119248,0.000075118085,0.036906917,0.00008837729,0.00007077125,0.011943235,0.94527006,0.000029281025],"about_ca_topic_score_codex":0.99075764,"about_ca_topic_score_gemma":0.9970907,"teacher_disagreement_score":0.08500977,"about_ca_system_score_codex":0.08500977,"about_ca_system_score_gemma":0.2622019,"threshold_uncertainty_score":0.61679196},"labels":[],"label_agreement":null},{"id":"W4400257935","doi":"10.1007/978-3-031-58373-5_6","title":"Psychopathology and Structural Dehumanization of Blackness: The “Silent” Scandal of Science","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dehumanization; Psychopathology; Psychology; Psychoanalysis; Sociology; Clinical psychology; Anthropology","score_opus":0.008776791094384374,"score_gpt":0.3411280983622458,"score_spread":0.3323513072678614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400257935","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":[0.027291346,0.092690095,0.011945283,0.20506482,0.0054298374,0.0000313826,0.00007698227,0.0001119401,0.6573583],"genre_scores_gemma":[0.67844635,0.040906318,0.006392207,0.043240122,0.0049178554,0.00010147987,0.00008375695,0.0003253658,0.22558647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995795,0.00022420185,0.000006746237,0.00005521301,0.000082235376,0.00005209681],"domain_scores_gemma":[0.9994517,0.00032441452,0.000045233664,0.000071076945,0.00005564547,0.00005190033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009199288,0.00045686256,0.00038017036,0.00049475604,0.0018869146,0.0028203174,0.00056710944,0.0018927249,0.0048155743],"category_scores_gemma":[0.001495933,0.00014936281,0.00024655327,0.0003611465,0.028349608,0.0053905547,0.0021497153,0.005214206,0.0005693639],"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":[0.000012012418,0.000010074823,0.000106354375,0.00004922053,0.0000052236796,0.000060305963,0.008329425,0.000068551926,0.00020663295,0.952802,0.02307536,0.0152747445],"study_design_scores_gemma":[0.000007120671,0.000017394535,0.00045328654,0.0002026463,0.00000536874,0.00023748963,0.004682674,0.00013037917,0.00022323366,0.7435523,0.25047833,0.00000978354],"about_ca_topic_score_codex":0.0024352309,"about_ca_topic_score_gemma":0.004258963,"teacher_disagreement_score":0.9981131,"about_ca_system_score_codex":0.0015703755,"about_ca_system_score_gemma":0.0019809334,"threshold_uncertainty_score":0.016109705},"labels":[],"label_agreement":null},{"id":"W4400258071","doi":"10.1007/978-3-031-58373-5_1","title":"Social Service Providers Working in Mental Health and Addiction Services: Burnout During the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Burnout; Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Addiction; Psychology; Psychiatry; Social work; Nursing; Business; Medicine; Political science; Clinical psychology","score_opus":0.043082157628785575,"score_gpt":0.3972364966225663,"score_spread":0.35415433899378074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400258071","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":[0.046924613,0.04641527,0.00066685694,0.6941438,0.016298339,0.000071174756,0.00010724962,0.000052909087,0.19531988],"genre_scores_gemma":[0.34729892,0.097743005,0.0019467939,0.21201515,0.009529748,0.0005113948,0.00024831432,0.00025875133,0.330448],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980095,0.00075962965,0.000044285465,0.00007042743,0.00040170096,0.00071450905],"domain_scores_gemma":[0.99766695,0.00067838945,0.00014166876,0.000034951598,0.00026602342,0.001212049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028561647,0.00027285246,0.00032355523,0.00059007964,0.00835513,0.0057122656,0.0007497514,0.0035763087,0.007503806],"category_scores_gemma":[0.003550175,0.00035645254,0.00034837038,0.0011802511,0.004445471,0.0044953167,0.0064794165,0.00795792,0.0013672847],"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":[0.000029693594,0.000188314,0.0041202446,0.0003169402,0.000009453859,0.00071833294,0.10416532,0.000112239475,0.00031157152,0.051324144,0.7168402,0.121863544],"study_design_scores_gemma":[0.000012872499,0.00007841207,0.018387254,0.0017932671,0.0000073764418,0.0006292832,0.18289588,0.00012403639,0.00007995282,0.012182214,0.78378296,0.000026474767],"about_ca_topic_score_codex":0.019419003,"about_ca_topic_score_gemma":0.065446846,"teacher_disagreement_score":0.019419003,"about_ca_system_score_codex":0.005645468,"about_ca_system_score_gemma":0.018492471,"threshold_uncertainty_score":0.040960908},"labels":[],"label_agreement":null},{"id":"W4400258264","doi":"10.1007/978-3-031-58373-5_4","title":"Understanding the Intersecting Stigmas and Discrimination That Impact the Lives of Black LGBTQIA+ Refugees and Asylum Seekers in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Gender studies; Criminology; Political science; Psychology; Sociology; Law","score_opus":0.03152020161071705,"score_gpt":0.32691600955580014,"score_spread":0.2953958079450831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400258264","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":[0.38432607,0.04766331,0.00082997273,0.19282945,0.0014905668,0.00010187263,0.00094362686,0.000063721454,0.37175146],"genre_scores_gemma":[0.83391553,0.05177005,0.0014498562,0.016663054,0.00015026575,0.00008287794,0.00038377082,0.000098207805,0.09548632],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989197,0.00016461406,0.0000129102045,0.00004458923,0.00022532842,0.0006328973],"domain_scores_gemma":[0.9988574,0.0002020591,0.000060160804,0.000015890391,0.00031376217,0.0005508036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175031,0.0003595633,0.0004389246,0.00117139,0.025588185,0.010617436,0.0017972866,0.0015586992,0.007577915],"category_scores_gemma":[0.0017484963,0.00027934328,0.00041777213,0.0030282105,0.008286335,0.0025007094,0.0043601086,0.004117982,0.00045241762],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059294434,0.00009219223,0.027117178,0.00040317286,0.000037705293,0.0013035536,0.52212214,0.00063922914,0.0006126051,0.18356791,0.14850456,0.11554036],"study_design_scores_gemma":[0.000007898366,0.000015608191,0.024852498,0.000944407,0.000034222863,0.00030265134,0.7069327,0.00022764201,0.00016111246,0.012647792,0.2538275,0.00004589117],"about_ca_topic_score_codex":0.9947003,"about_ca_topic_score_gemma":0.9987716,"teacher_disagreement_score":0.12389037,"about_ca_system_score_codex":0.12389037,"about_ca_system_score_gemma":0.2421076,"threshold_uncertainty_score":0.89889175},"labels":[],"label_agreement":null},{"id":"W4400258287","doi":"10.1007/978-3-031-58373-5_7","title":"Black People in Scarborough Experiences with Mental Health During the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Psychology; Medicine; Psychiatry; Internal medicine","score_opus":0.03125349930712889,"score_gpt":0.4106943832905187,"score_spread":0.3794408839833898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400258287","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":[0.78577274,0.0068349694,0.00011474355,0.13351941,0.0023523504,0.000073754294,0.00033338452,0.000016076108,0.070982486],"genre_scores_gemma":[0.8945817,0.00879825,0.00023302759,0.030470476,0.0004630181,0.00012726078,0.00016944358,0.000036630663,0.06512019],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99923956,0.00020587235,0.0000128210995,0.00002576804,0.000062230196,0.00045379705],"domain_scores_gemma":[0.99940217,0.000068819485,0.00008705724,0.000008100086,0.00006149966,0.00037232906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008890798,0.00023979704,0.00037191156,0.00060093723,0.011930283,0.0033707318,0.00064783986,0.0019098532,0.011314736],"category_scores_gemma":[0.0014455678,0.00033893547,0.00025486617,0.0009336233,0.0026292983,0.003044429,0.004367214,0.0044214646,0.0005968485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008512341,0.0002071609,0.039108545,0.00015826953,0.000018029932,0.00217615,0.8435377,0.000040474217,0.00050742785,0.009450168,0.073645785,0.03106509],"study_design_scores_gemma":[0.00000891621,0.000036680995,0.029049722,0.000253756,0.00000884825,0.000265986,0.9170867,0.000020624599,0.000044240198,0.00054333586,0.05266606,0.000015040373],"about_ca_topic_score_codex":0.24946485,"about_ca_topic_score_gemma":0.5793512,"teacher_disagreement_score":0.75053513,"about_ca_system_score_codex":0.004787988,"about_ca_system_score_gemma":0.008933221,"threshold_uncertainty_score":0.49602562},"labels":[],"label_agreement":null},{"id":"W4400258341","doi":"10.1007/978-3-031-58373-5","title":"Reimagining Mental Health and Addiction Under the Covid-19 Pandemic, Volume 2","year":2024,"lang":"en","type":"book","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Algoma University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Addiction; Mental health; 2019-20 coronavirus outbreak; Volume (thermodynamics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Virology; Medicine; Infectious disease (medical specialty)","score_opus":0.048372874663803106,"score_gpt":0.4313739860289259,"score_spread":0.3830011113651228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400258341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005091599,0.122334234,0.0009985631,0.1784979,0.078640856,0.00007717397,0.0002826134,0.00022643423,0.61843324],"genre_scores_gemma":[0.0040190266,0.060367458,0.0011899145,0.078877844,0.023299145,0.00011529857,0.00025755892,0.00022901536,0.8316448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994253,0.000127049,0.000014658472,0.000035336303,0.00030953262,0.000088194756],"domain_scores_gemma":[0.99930215,0.00026209353,0.000027345903,0.000035468474,0.00014058052,0.00023233645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097455905,0.0006830895,0.000445491,0.0010597117,0.0024996107,0.007868189,0.0008477386,0.004151752,0.047291435],"category_scores_gemma":[0.0021975187,0.00032648214,0.0004260149,0.0009807869,0.002729165,0.004483376,0.003576693,0.0065829824,0.0152309965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026156215,0.000009642355,0.000040264353,0.000040681436,9.284947e-7,0.000013981365,0.00014202726,0.000021384973,0.000033657918,0.016417975,0.9640311,0.01924572],"study_design_scores_gemma":[0.000001678514,0.0000034120324,0.00017883185,0.00014806127,8.5348654e-7,0.000029883835,0.0001820667,0.000019048093,0.000013411096,0.0064580617,0.9929611,0.0000035585995],"about_ca_topic_score_codex":0.019522624,"about_ca_topic_score_gemma":0.079811126,"teacher_disagreement_score":0.047291435,"about_ca_system_score_codex":0.0036506495,"about_ca_system_score_gemma":0.008642674,"threshold_uncertainty_score":0.15820557},"labels":[],"label_agreement":null},{"id":"W4400258366","doi":"10.1007/978-3-031-58373-5_8","title":"The Pandemic Life and Africanizing Teaching and Learning","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Pandemic; Psychology; History; Coronavirus disease 2019 (COVID-19); Mathematics education; Medicine; Infectious disease (medical specialty); Internal medicine; Disease","score_opus":0.012333099703831046,"score_gpt":0.3405135177373637,"score_spread":0.32818041803353265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400258366","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012032569,0.059204947,0.0010018251,0.18951899,0.007872356,0.00003392662,0.000033327233,0.00004307993,0.73025894],"genre_scores_gemma":[0.45645154,0.03374107,0.0017063655,0.043203298,0.0039837426,0.00010561802,0.000035059904,0.000107975226,0.46066537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878746,0.0006473926,0.000018842351,0.00006650858,0.00012548968,0.0003543606],"domain_scores_gemma":[0.9989556,0.00043457164,0.00008161934,0.00006066036,0.0001007407,0.0003667961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022618682,0.00059068983,0.000316322,0.00067847135,0.009617079,0.007158023,0.00065021636,0.0036752059,0.009227052],"category_scores_gemma":[0.002449403,0.0001524001,0.00017185872,0.0008776627,0.016473798,0.0073322817,0.0051368983,0.008153703,0.0011751703],"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":[0.000011691888,0.000022403692,0.000115252704,0.00006981662,0.0000012324158,0.000081553866,0.014730744,0.000047268273,0.00009456887,0.91152066,0.050248247,0.023056598],"study_design_scores_gemma":[0.000006248409,0.000019430492,0.00034027267,0.00038529414,0.000002352699,0.00009838366,0.011870924,0.000051423238,0.00012494077,0.1468667,0.8402284,0.000005694577],"about_ca_topic_score_codex":0.009790775,"about_ca_topic_score_gemma":0.02668282,"teacher_disagreement_score":0.009790775,"about_ca_system_score_codex":0.007504612,"about_ca_system_score_gemma":0.01113046,"threshold_uncertainty_score":0.054450035},"labels":[],"label_agreement":null},{"id":"W4400327682","doi":"10.1007/978-3-031-58370-4","title":"Reimagining Mental Health and Addiction Under the Covid-19 Pandemic, Volume 3","year":2024,"lang":"en","type":"book","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Algoma University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Addiction; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Virology; Medicine; Infectious disease (medical specialty); Internal medicine; Outbreak","score_opus":0.049183207030698575,"score_gpt":0.43150048277540787,"score_spread":0.3823172757447093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005235514,0.10845837,0.00096256816,0.17701831,0.06762168,0.00006975973,0.0002494547,0.00023298415,0.64486337],"genre_scores_gemma":[0.0045427494,0.060632937,0.001225936,0.08455555,0.02215926,0.00010829164,0.00023701461,0.00023343084,0.8263048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994417,0.00011726573,0.000014268706,0.00003287618,0.00030671028,0.00008718772],"domain_scores_gemma":[0.9992767,0.00026463435,0.000028088481,0.00003736795,0.00014834892,0.00024489572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009849126,0.00061904255,0.0004229354,0.00095611624,0.002565208,0.007805213,0.00086169835,0.0040380987,0.045637306],"category_scores_gemma":[0.002184414,0.00029595656,0.00042939876,0.0009440158,0.0029108755,0.004158939,0.003586786,0.00663954,0.014446236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025280467,0.000009883526,0.000043377542,0.000039281476,9.815291e-7,0.000014826477,0.00015296778,0.000022449827,0.000035140034,0.01839851,0.96119905,0.020080987],"study_design_scores_gemma":[0.0000016643144,0.000003444684,0.00019455304,0.0001582242,9.260037e-7,0.000029920757,0.00020712611,0.000019877325,0.00001484923,0.0075266203,0.99183935,0.0000035455666],"about_ca_topic_score_codex":0.022545151,"about_ca_topic_score_gemma":0.086749524,"teacher_disagreement_score":0.045637306,"about_ca_system_score_codex":0.0038016394,"about_ca_system_score_gemma":0.009178967,"threshold_uncertainty_score":0.152672},"labels":[],"label_agreement":null},{"id":"W4400327685","doi":"10.1007/978-3-031-58370-4_6","title":"Kalusugan at Mamayan: Exploring Filipino Mental Health Challenges","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Mental health; Psychology; Sociology; Psychiatry","score_opus":0.0510372346876016,"score_gpt":0.35034203399676145,"score_spread":0.2993047993091599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327685","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":[0.38062504,0.047138907,0.0008020819,0.05803155,0.0026826605,0.00008328365,0.00016366926,0.000051929645,0.51042086],"genre_scores_gemma":[0.79414594,0.02807378,0.0010613917,0.0047679865,0.0005263924,0.00008430475,0.000112912756,0.00004200388,0.17118531],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999882,0.000030014566,0.0000022272272,0.000009329807,0.000010061658,0.00006636276],"domain_scores_gemma":[0.99995005,0.00001456067,0.00000551787,0.0000014448673,0.000005707372,0.000022738901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027331224,0.0004708769,0.00018188558,0.0005893933,0.011000205,0.0028211034,0.0006063863,0.001339755,0.0075353566],"category_scores_gemma":[0.00025058948,0.00013956845,0.00015988723,0.0008270217,0.0022109593,0.0023912713,0.0026194605,0.0023155625,0.00058815005],"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":[0.00008945983,0.00013543013,0.009440365,0.0006170974,0.000013141375,0.0066253743,0.55417883,0.00012774202,0.0020175625,0.2344689,0.055871367,0.13641481],"study_design_scores_gemma":[0.000004771085,0.000050281742,0.01920989,0.000552607,0.00001501129,0.0015229795,0.48774454,0.00013622954,0.00044323175,0.010510851,0.47978976,0.000019794506],"about_ca_topic_score_codex":0.019141195,"about_ca_topic_score_gemma":0.096778125,"teacher_disagreement_score":0.019141195,"about_ca_system_score_codex":0.0033277897,"about_ca_system_score_gemma":0.003453632,"threshold_uncertainty_score":0.038059592},"labels":[],"label_agreement":null},{"id":"W4400327741","doi":"10.1007/978-3-031-58370-4_7","title":"Decolonizing Notions of Empathy: Building Communities of Care","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Empathy; Sociology; Psychology; Cognitive science; Social psychology","score_opus":0.020808723477404513,"score_gpt":0.2934052105018185,"score_spread":0.27259648702441397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327741","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":[0.024040235,0.009001789,0.07696645,0.09072941,0.0017096695,0.00018592378,0.000033306304,0.00019667772,0.79713655],"genre_scores_gemma":[0.83301055,0.0038175988,0.042476136,0.010455439,0.00042935248,0.00059222453,0.000051288822,0.00030477927,0.10886254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99359435,0.0049325316,0.000079107675,0.00040445977,0.00050064095,0.00048885826],"domain_scores_gemma":[0.9962759,0.0020957142,0.00023151495,0.0003999769,0.00034586393,0.00065112987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006981634,0.00066345575,0.00045936194,0.0011226486,0.01025949,0.011166153,0.0025906244,0.003861184,0.011086747],"category_scores_gemma":[0.009110671,0.00034112492,0.00044436683,0.0008489099,0.051065605,0.014406215,0.013334479,0.007468055,0.0011123784],"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":[0.000009237765,0.000029462706,0.00012564372,0.00006828844,0.0000034690347,0.00005805207,0.059614684,0.00014938586,0.00015664553,0.907905,0.01251888,0.019361373],"study_design_scores_gemma":[0.00001470618,0.0000351293,0.00026362657,0.00033187718,0.000007332981,0.00019132237,0.0525804,0.00062835176,0.0002503823,0.68532735,0.26034984,0.000019737423],"about_ca_topic_score_codex":0.0040304945,"about_ca_topic_score_gemma":0.0068611656,"teacher_disagreement_score":0.011166153,"about_ca_system_score_codex":0.0054305275,"about_ca_system_score_gemma":0.008632977,"threshold_uncertainty_score":0.03940147},"labels":[],"label_agreement":null},{"id":"W4400327813","doi":"10.1007/978-3-031-58370-4_5","title":"Psychiatric Consumers and Survivors’ (Lackluster) Engagement with Indigeneity, Diversity, and Anti-racist Thought","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Diversity (politics); Psychology; Gender studies; Sociology; Anthropology","score_opus":0.014833012158050846,"score_gpt":0.29841283131556834,"score_spread":0.2835798191575175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327813","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":[0.12826833,0.007800509,0.00060271716,0.26380938,0.002804637,0.000028403125,0.00009990237,0.000048498892,0.5965376],"genre_scores_gemma":[0.6333875,0.0054930733,0.00052800914,0.033751912,0.0010331485,0.00005036271,0.000085042484,0.000100848105,0.32557014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99928963,0.00037195656,0.000011637723,0.000036868398,0.0001600455,0.00012975164],"domain_scores_gemma":[0.99904007,0.00048746416,0.0000917227,0.000053486885,0.0001280209,0.0001992342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013632617,0.00018937203,0.00015646082,0.0005104987,0.006986095,0.005963864,0.00043944689,0.0021005834,0.01213316],"category_scores_gemma":[0.002116358,0.00017606023,0.0001603477,0.00076770375,0.00935441,0.004289772,0.0030952827,0.004578541,0.00089786365],"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":[0.00002281765,0.00006546166,0.0031231295,0.00005685076,0.0000073972737,0.00045166348,0.34543133,0.00003678698,0.00023503767,0.36278328,0.25161588,0.036170334],"study_design_scores_gemma":[0.000007316266,0.00002034408,0.00277937,0.0001665427,0.0000068985278,0.0004186308,0.21744685,0.000062809806,0.00013568962,0.025819492,0.7531257,0.000010282423],"about_ca_topic_score_codex":0.01015604,"about_ca_topic_score_gemma":0.04230499,"teacher_disagreement_score":0.01213316,"about_ca_system_score_codex":0.0024823996,"about_ca_system_score_gemma":0.0030750292,"threshold_uncertainty_score":0.04058945},"labels":[],"label_agreement":null},{"id":"W4400327978","doi":"10.1007/978-3-031-58370-4_4","title":"Disrupting Truth in Theory Production in the Shadow of COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Shadow (psychology); Coronavirus disease 2019 (COVID-19); Production (economics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Economics; Virology; Medicine; Psychoanalysis; Outbreak; Microeconomics","score_opus":0.11539070868086472,"score_gpt":0.5486906390350443,"score_spread":0.43329993035417963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016531106,0.01985781,0.16545117,0.35874045,0.0057147266,0.0003134492,0.00015305386,0.00031987688,0.4329184],"genre_scores_gemma":[0.81677854,0.0051948945,0.07232898,0.033629835,0.0019959477,0.0013354551,0.00012384904,0.0011228969,0.067489624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.87449336,0.112551495,0.0013049131,0.0031972427,0.0066202497,0.0018327726],"domain_scores_gemma":[0.79305595,0.18728359,0.0021697022,0.009169026,0.006170614,0.0021511295],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09767057,0.0009457209,0.0014083681,0.002815088,0.0111392485,0.022584653,0.003609995,0.007275995,0.009570602],"category_scores_gemma":[0.108029574,0.0011308236,0.0007335054,0.00204759,0.14719366,0.029330987,0.0126244975,0.01630771,0.0018555756],"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":[0.000006924494,0.0000068853788,0.000054373453,0.000049067963,0.000003175672,0.00003550844,0.027876321,0.00005491422,0.000044468685,0.96374536,0.0039767157,0.004146258],"study_design_scores_gemma":[0.0000134642405,0.000008403365,0.000054822125,0.00035473262,0.0000034550417,0.000058889305,0.010564244,0.00031962994,0.000185547,0.9369044,0.051520165,0.000012337278],"about_ca_topic_score_codex":0.005401241,"about_ca_topic_score_gemma":0.008210093,"teacher_disagreement_score":0.90232944,"about_ca_system_score_codex":0.012407391,"about_ca_system_score_gemma":0.017551672,"threshold_uncertainty_score":0.51653755},"labels":[],"label_agreement":null},{"id":"W4400327993","doi":"10.1007/978-3-031-58370-4_1","title":"The Impact of Covid-19 on African Students Mental Health and Educational Performance in Canada- A Case Study of Algoma University Ontario Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algoma University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Medicine; Psychology; Political science; Psychiatry; Virology; Outbreak; Infectious disease (medical specialty)","score_opus":0.023442389913312333,"score_gpt":0.38357578750114596,"score_spread":0.36013339758783364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400327993","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":[0.947213,0.0015676236,0.00008219644,0.0114865815,0.00007808029,0.00008371281,0.0003805059,0.000011480709,0.03909692],"genre_scores_gemma":[0.9716061,0.0020064109,0.00023485579,0.0011861968,0.00001961836,0.000034789948,0.00013478378,0.000017820557,0.02475951],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99833435,0.00022090493,0.000032887016,0.000059444646,0.00038184624,0.00097054325],"domain_scores_gemma":[0.99757725,0.0002407787,0.00017239776,0.000033472563,0.0007191963,0.0012567989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000894043,0.0002882715,0.00041630832,0.0013002533,0.022859113,0.003726827,0.0020022392,0.0014148968,0.005320355],"category_scores_gemma":[0.0021449102,0.00031181987,0.0004182509,0.0035050905,0.0034869697,0.0006881232,0.003570962,0.002608172,0.00031125286],"study_design_candidate":"observational","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":[0.00013408542,0.00060325867,0.3992169,0.00028571024,0.00005076758,0.0141830845,0.43137,0.00051321136,0.0009302846,0.021503165,0.052132323,0.079077266],"study_design_scores_gemma":[0.000014614495,0.00007535912,0.3389572,0.0003740563,0.00003723154,0.0017581857,0.59265935,0.00039568552,0.00023949675,0.000611265,0.06481933,0.000058276575],"about_ca_topic_score_codex":0.99658173,"about_ca_topic_score_gemma":0.9991923,"teacher_disagreement_score":0.11961902,"about_ca_system_score_codex":0.11961902,"about_ca_system_score_gemma":0.14974803,"threshold_uncertainty_score":0.8679008},"labels":[],"label_agreement":null},{"id":"W4400328210","doi":"10.1007/978-3-031-58370-4_3","title":"Narrative Resistance: Peer Supporters Experiences of Co-optation, Isolation, and Exploitation in Addiction Services and Its Impact on Their Wholistic Health","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Resistance (ecology); Isolation (microbiology); Narrative; Addiction; Psychology; Sociology; Political science; Art; Psychiatry; Ecology","score_opus":0.05885278302836468,"score_gpt":0.42510327791076163,"score_spread":0.36625049488239697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400328210","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":[0.5463657,0.012808575,0.0019425183,0.079097226,0.00350389,0.00019970494,0.00016933649,0.00015539708,0.35575762],"genre_scores_gemma":[0.88541543,0.0051577743,0.0008764127,0.006857794,0.00035733826,0.0001843538,0.00008890986,0.0001413534,0.10092069],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971527,0.0019158579,0.00005725051,0.00012074179,0.00040021786,0.0003531942],"domain_scores_gemma":[0.996777,0.0017554872,0.0003377179,0.00010509443,0.00026326295,0.0007614235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026561967,0.0005608607,0.0003769971,0.00082742015,0.010580718,0.00885838,0.0016079319,0.0027433543,0.008701565],"category_scores_gemma":[0.008123271,0.00041087813,0.00034033312,0.00081326853,0.007767182,0.007446649,0.0073000886,0.0076805716,0.0012569292],"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":[0.000013563227,0.00006711087,0.0009070515,0.00007188844,0.0000079321735,0.0010305968,0.9618215,0.00001909481,0.00017972718,0.010992644,0.0154753905,0.009413461],"study_design_scores_gemma":[0.0000063061907,0.00003295632,0.0013498914,0.00017206543,0.000006432176,0.0011990803,0.9083658,0.000048683018,0.00010610545,0.0018389431,0.08686027,0.000013518295],"about_ca_topic_score_codex":0.0047988594,"about_ca_topic_score_gemma":0.015042776,"teacher_disagreement_score":0.010580718,"about_ca_system_score_codex":0.0029850858,"about_ca_system_score_gemma":0.003710939,"threshold_uncertainty_score":0.029109657},"labels":[],"label_agreement":null},{"id":"W4400328399","doi":"10.1007/978-3-031-58370-4_2","title":"COVID-19 & Filipinos in Canada: Mental Health Care Praxis","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Praxis; Coronavirus disease 2019 (COVID-19); Mental health; Medicine; Psychiatry; Political science; Internal medicine; Disease","score_opus":0.017593896480719753,"score_gpt":0.3541879816214406,"score_spread":0.33659408514072087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400328399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014735787,0.023882182,0.00039214228,0.09573097,0.0027418064,0.00012627647,0.0010695886,0.00013040102,0.86119086],"genre_scores_gemma":[0.03654085,0.011681168,0.00057217176,0.006736844,0.00020655003,0.000039717976,0.00019350213,0.00005896401,0.9439702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960774,0.000030965926,0.000006490724,0.000016655693,0.000108165215,0.00023000459],"domain_scores_gemma":[0.9996991,0.000029688355,0.0000116277015,0.000005279659,0.00010355793,0.0001506453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036157505,0.00036344054,0.00021198217,0.0010233022,0.015900929,0.00554013,0.0009359773,0.0027023584,0.038449105],"category_scores_gemma":[0.00060763245,0.0002997495,0.00020771884,0.0024079254,0.0021085297,0.001412754,0.0014804044,0.0032180776,0.003397749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008533579,0.00003340948,0.0018460966,0.00008230423,0.0000030107844,0.0003744733,0.0072451513,0.00016349803,0.00012964694,0.06171771,0.8515983,0.076797776],"study_design_scores_gemma":[0.0000021421583,0.0000052971923,0.0035556057,0.00013856267,0.0000021822202,0.00009781474,0.011326275,0.00006685899,0.000056887595,0.001591599,0.98314536,0.000011436088],"about_ca_topic_score_codex":0.98599803,"about_ca_topic_score_gemma":0.9974955,"teacher_disagreement_score":0.054755755,"about_ca_system_score_codex":0.054755755,"about_ca_system_score_gemma":0.13015008,"threshold_uncertainty_score":0.39728266},"labels":[],"label_agreement":null},{"id":"W4400607408","doi":"10.1007/978-3-031-58367-4_5","title":"Mental Health and Field Education Praxis During the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Pandemic; Praxis; Coronavirus disease 2019 (COVID-19); Field (mathematics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Political science; Sociology; Virology; Psychology; Medicine; Law; Psychiatry; Mathematics; Infectious disease (medical specialty); Pathology; Disease","score_opus":0.027842755927755997,"score_gpt":0.4236532959114211,"score_spread":0.3958105399836651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607408","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":[0.021883741,0.019756015,0.0007100049,0.43239978,0.016418755,0.00014402045,0.00018754005,0.00008668378,0.50841355],"genre_scores_gemma":[0.1687594,0.017486809,0.0015768318,0.08897091,0.005466903,0.0002854877,0.00020198734,0.000119420205,0.7171322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865305,0.0004645888,0.000025318426,0.00007707084,0.00018794514,0.00059194665],"domain_scores_gemma":[0.99873286,0.00028145427,0.00005338932,0.000037711245,0.000128424,0.0007661614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613085,0.00028831162,0.00026989827,0.0006375773,0.009785576,0.0050151767,0.0010111083,0.004475328,0.0201442],"category_scores_gemma":[0.0028760745,0.00026913485,0.00026753484,0.0005883166,0.0052051838,0.004721897,0.0074907737,0.008808877,0.002276059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050759754,0.00023707599,0.0010942536,0.00017889855,0.0000031669676,0.000580489,0.044731505,0.00015483782,0.00019730347,0.16350797,0.659094,0.13016981],"study_design_scores_gemma":[0.00000925567,0.000040817216,0.0026941781,0.00038812982,0.0000010400809,0.00015831656,0.031415455,0.000051954798,0.000060447805,0.011063077,0.9541072,0.000010139572],"about_ca_topic_score_codex":0.038656346,"about_ca_topic_score_gemma":0.14286172,"teacher_disagreement_score":0.038656346,"about_ca_system_score_codex":0.0087053245,"about_ca_system_score_gemma":0.01960851,"threshold_uncertainty_score":0.07686269},"labels":[],"label_agreement":null},{"id":"W4400607425","doi":"10.1007/978-3-031-58367-4_9","title":"“Normal” Response to “Abnormal” Circumstances: Helping Students Thrive Post-pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Pandemic; Psychology; Failure to thrive; Coronavirus disease 2019 (COVID-19); Social psychology; Medicine; Pediatrics; Internal medicine","score_opus":0.028213107801732036,"score_gpt":0.4172320237754884,"score_spread":0.3890189159737564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607425","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":[0.051419333,0.007840981,0.0028353052,0.67068595,0.028060827,0.0001982174,0.00015126308,0.00041591638,0.23839222],"genre_scores_gemma":[0.38140857,0.014226218,0.009788648,0.22398864,0.005875732,0.0005091775,0.00033507677,0.00041128372,0.3634567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821967,0.00066705514,0.000037655936,0.000094081115,0.00029713043,0.0006844041],"domain_scores_gemma":[0.99616927,0.0002624819,0.00018637796,0.00009167674,0.00043821282,0.0028520126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027939556,0.00055110885,0.0004024785,0.00032325494,0.008396247,0.00747007,0.0016485474,0.0041561136,0.010517477],"category_scores_gemma":[0.0061004697,0.00035814254,0.000500661,0.00027968304,0.0050581982,0.0072665745,0.0097002145,0.0135527635,0.0058620446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035901117,0.00040190783,0.0044412874,0.000177653,0.000018293145,0.000375674,0.04944507,0.0001848189,0.00047272185,0.02064652,0.7972004,0.12659965],"study_design_scores_gemma":[0.000018902696,0.00022984162,0.0064513413,0.00055016385,0.000013936765,0.00036879143,0.15697527,0.00018847371,0.000251655,0.024365913,0.81053126,0.00005456303],"about_ca_topic_score_codex":0.005494692,"about_ca_topic_score_gemma":0.022654679,"teacher_disagreement_score":0.010517477,"about_ca_system_score_codex":0.0024119446,"about_ca_system_score_gemma":0.017040947,"threshold_uncertainty_score":0.035184443},"labels":[],"label_agreement":null},{"id":"W4400607442","doi":"10.1007/978-3-031-58367-4_11","title":"Mental Health and Social Support Among Immigrant Women in Canada: An Arts-Based Study","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Immigration; The arts; Mental health; Psychology; Sociology; Gender studies; Political science; Psychiatry","score_opus":0.01695274240418431,"score_gpt":0.34580001891035655,"score_spread":0.32884727650617224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607442","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":[0.99341667,0.0007989938,0.00003002206,0.0008221594,0.000024962854,0.000085951055,0.0009747894,0.0000041876756,0.0038422667],"genre_scores_gemma":[0.9869741,0.0023086704,0.00020903486,0.0010102941,0.000023108752,0.000103661696,0.0008538273,0.000008327636,0.008508909],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993573,0.000052843123,0.000020135067,0.000038477974,0.00013469472,0.0003965393],"domain_scores_gemma":[0.99918824,0.000049519185,0.000068297835,0.000012232498,0.00029524046,0.00038642247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004563011,0.00038285903,0.00047529174,0.0020486766,0.0103582,0.002490534,0.0012784792,0.000983411,0.002460157],"category_scores_gemma":[0.00090102,0.00040788756,0.0005399936,0.0060121953,0.0012884665,0.0008718548,0.001909137,0.001847383,0.00044065056],"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":[0.00009784902,0.0006463818,0.91149074,0.00012690977,0.000043195556,0.0011038791,0.058030147,0.000088459354,0.00031771697,0.0008007203,0.0055077886,0.021746209],"study_design_scores_gemma":[0.000016510343,0.000092624665,0.86315036,0.00015833743,0.00003355408,0.00021284856,0.13141645,0.00014366594,0.00006916425,0.00008021801,0.0045946958,0.00003155928],"about_ca_topic_score_codex":0.99390256,"about_ca_topic_score_gemma":0.99818206,"teacher_disagreement_score":0.034996808,"about_ca_system_score_codex":0.034996808,"about_ca_system_score_gemma":0.056196675,"threshold_uncertainty_score":0.2539208},"labels":[],"label_agreement":null},{"id":"W4400607447","doi":"10.1007/978-3-031-58367-4_1","title":"Understanding the Mental Health Experiences of Unpaid Caregivers: The Role and Limitations of Caregiver Identity Theory","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Mental health; Identity (music); Psychology; Developmental psychology; Psychotherapist; Art; Aesthetics","score_opus":0.033143516093657885,"score_gpt":0.3159065172059833,"score_spread":0.2827630011123254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607447","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":[0.28804898,0.22372618,0.021240517,0.12688631,0.0025134338,0.00008226273,0.0002430612,0.000042640484,0.33721662],"genre_scores_gemma":[0.8946244,0.07697268,0.005469185,0.007014283,0.0005505513,0.00013969748,0.000089025634,0.0000194769,0.015120662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99935037,0.00044129742,0.000014187755,0.000035558445,0.00008349684,0.00007505043],"domain_scores_gemma":[0.9985928,0.0011297276,0.000081790145,0.00003552275,0.000058313864,0.000101814236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022251203,0.0003137313,0.0003626917,0.0009443162,0.002138128,0.0061349887,0.00091609417,0.0011170907,0.0028238278],"category_scores_gemma":[0.0026820938,0.00019875495,0.00025375834,0.001187975,0.0079368865,0.008372892,0.0029367036,0.0028697934,0.00016363796],"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":[0.000016366026,0.00006227332,0.0052340794,0.00034648363,0.000010563898,0.0005350977,0.38790905,0.00020330375,0.00018640202,0.49641627,0.009785092,0.099295124],"study_design_scores_gemma":[0.000005077855,0.000029716746,0.010702662,0.0015498935,0.000012739382,0.0010086066,0.53167003,0.0005388058,0.00015730657,0.32488328,0.12942126,0.00002065839],"about_ca_topic_score_codex":0.007924659,"about_ca_topic_score_gemma":0.018638257,"teacher_disagreement_score":0.007924659,"about_ca_system_score_codex":0.0020205122,"about_ca_system_score_gemma":0.0036524225,"threshold_uncertainty_score":0.015757024},"labels":[],"label_agreement":null},{"id":"W4400607466","doi":"10.1007/978-3-031-58367-4_7","title":"Setting Them Up for Success: The School System and Children’s Mental Health","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Mental health; Psychology; Developmental psychology; Psychiatry","score_opus":0.011568576176115819,"score_gpt":0.3199478974792611,"score_spread":0.30837932130314527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607466","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":[0.029859127,0.046349455,0.00078783295,0.20701544,0.003495421,0.00005937505,0.00016846586,0.000048763046,0.7122161],"genre_scores_gemma":[0.5483962,0.05290743,0.0025856837,0.024887422,0.0013135325,0.00023070653,0.0002071767,0.00009399186,0.36937788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993968,0.00025156114,0.000011173061,0.00003499067,0.00007626217,0.000229155],"domain_scores_gemma":[0.9995491,0.00013589651,0.00002868785,0.000013277169,0.00006334353,0.00020961807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078779616,0.00031516096,0.00029758541,0.00054277777,0.0042580343,0.004881193,0.00058454403,0.0014969142,0.01091574],"category_scores_gemma":[0.0012257665,0.00027051294,0.00023106675,0.0009459475,0.004618582,0.0034987058,0.0026419482,0.0047015552,0.001111577],"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":[0.000013350419,0.00015555209,0.0054762824,0.00010223249,0.000012844313,0.0003249673,0.03540432,0.00018846124,0.00011695298,0.592607,0.2762175,0.08938052],"study_design_scores_gemma":[0.000013087391,0.000034421348,0.020696659,0.000516872,0.000010732672,0.00021443493,0.063048445,0.00012809661,0.00013210639,0.09977563,0.81540674,0.000022657796],"about_ca_topic_score_codex":0.0739908,"about_ca_topic_score_gemma":0.24807815,"teacher_disagreement_score":0.0739908,"about_ca_system_score_codex":0.0066619315,"about_ca_system_score_gemma":0.010202615,"threshold_uncertainty_score":0.14712024},"labels":[],"label_agreement":null},{"id":"W4400607497","doi":"10.1007/978-3-031-58367-4_10","title":"Diasporic Queer and Trans Filipinos in Canada: Some Considerations for Anti-oppressive Mental Healthcare Practice","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Queer; Mental healthcare; Mental health; Gender studies; Sociology; Health care; Political science; Psychology; Psychiatry; Law","score_opus":0.030893750150376775,"score_gpt":0.377074368256255,"score_spread":0.34618061810587825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607497","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":[0.29102504,0.04081606,0.000642169,0.443555,0.0021325203,0.00019688928,0.0011070066,0.000060770904,0.22046459],"genre_scores_gemma":[0.80020034,0.03676684,0.0013956798,0.046226203,0.00038143535,0.00014796945,0.00039137597,0.00007783882,0.114412375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99759537,0.00024274958,0.000032457297,0.00007693548,0.00028672398,0.0017656989],"domain_scores_gemma":[0.9974591,0.00040101947,0.00011150532,0.000028419554,0.0005543545,0.001445585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015563545,0.0003093849,0.00067018694,0.0014993337,0.028472612,0.0077302437,0.0028128203,0.003255422,0.012387867],"category_scores_gemma":[0.0030381312,0.00028949825,0.0004016399,0.00390833,0.00553831,0.0030849648,0.003589478,0.0057865665,0.0003750163],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012986352,0.00017251207,0.049244285,0.00040132875,0.00003973463,0.0036750527,0.30386913,0.00035985358,0.0003954863,0.26272237,0.23904176,0.13994862],"study_design_scores_gemma":[0.00002556334,0.000036767524,0.05089893,0.0011053857,0.000035039815,0.0008394399,0.710099,0.0002526418,0.00014931889,0.009161943,0.22731915,0.00007680225],"about_ca_topic_score_codex":0.9936247,"about_ca_topic_score_gemma":0.99889886,"teacher_disagreement_score":0.069239095,"about_ca_system_score_codex":0.069239095,"about_ca_system_score_gemma":0.22674331,"threshold_uncertainty_score":0.50236714},"labels":[],"label_agreement":null},{"id":"W4400607509","doi":"10.1007/978-3-031-58367-4","title":"Reimagining Mental Health and Addiction Under the Covid-19 Pandemic, Volume 1","year":2024,"lang":"en","type":"book","venue":"Advances in mental health and addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Algoma University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Addiction; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Volume (thermodynamics); Virology; Psychology; Psychiatry; Medicine; Infectious disease (medical specialty); Physics; Outbreak; Internal medicine","score_opus":0.05005935878857091,"score_gpt":0.4320989384219135,"score_spread":0.38203957963334256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607509","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043560145,0.15250573,0.0008877587,0.1929714,0.09948302,0.000080712416,0.00028497085,0.00023098034,0.55311984],"genre_scores_gemma":[0.0035656835,0.080571815,0.0012562864,0.086597085,0.035159122,0.00011975942,0.0002895856,0.00024023085,0.79220045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993703,0.00014214753,0.00001708234,0.00003965791,0.00034407005,0.00008684682],"domain_scores_gemma":[0.9991441,0.00035249966,0.000035709283,0.00003891418,0.00016409141,0.00026465754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010216872,0.00072212314,0.0005116109,0.0011393982,0.002469748,0.0075457986,0.00091905,0.0041352226,0.048681073],"category_scores_gemma":[0.002581151,0.00034283573,0.0004155522,0.0010940352,0.002704647,0.004735178,0.0036739013,0.0069495486,0.01690265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002357808,0.000008672225,0.00003259376,0.000044476525,8.1343126e-7,0.000011462936,0.00011464823,0.000017682329,0.00002879304,0.012448818,0.9690048,0.018284805],"study_design_scores_gemma":[0.0000016329482,0.0000036866886,0.00017116497,0.00017982244,8.2876437e-7,0.000027755737,0.00015471889,0.00001612906,0.000012215373,0.0057944166,0.993634,0.0000036166434],"about_ca_topic_score_codex":0.015676336,"about_ca_topic_score_gemma":0.06777908,"teacher_disagreement_score":0.048681073,"about_ca_system_score_codex":0.0034872866,"about_ca_system_score_gemma":0.0076237028,"threshold_uncertainty_score":0.16285443},"labels":[],"label_agreement":null},{"id":"W4400607566","doi":"10.1007/978-3-031-58367-4_6","title":"Supporting Ontario’s Consumer/Survivor Initiatives and Their Importance to the Ontario Community Mental Health and Addictions System During the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Professional Engineers Ontario; Laurentian University","funders":"","keywords":"Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Addiction; Psychology; 2019-20 coronavirus outbreak; Psychiatry; Medicine; Virology; Infectious disease (medical specialty)","score_opus":0.11691735078404401,"score_gpt":0.4118730778668125,"score_spread":0.29495572708276846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06774484,0.006277123,0.0005123038,0.4058273,0.0022057102,0.00019198554,0.0005612092,0.00009523925,0.5165842],"genre_scores_gemma":[0.32436666,0.0102368565,0.0015726989,0.039796494,0.0006002647,0.0001690106,0.00035021713,0.00016025119,0.6227476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975624,0.00028560325,0.00003211765,0.000060987542,0.0007411051,0.0013177464],"domain_scores_gemma":[0.9956956,0.00041147988,0.00018751585,0.00007096586,0.0008365032,0.0027979868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018850556,0.0002806216,0.00018505398,0.00063022395,0.017893791,0.00635256,0.0013289822,0.0038032888,0.018076288],"category_scores_gemma":[0.0030028664,0.000308371,0.00035488995,0.0013961324,0.005690524,0.002334745,0.0038656434,0.0032672768,0.0009529963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055376648,0.00008219398,0.008612369,0.00020813361,0.000008547323,0.00095935684,0.08287492,0.00016976487,0.000479718,0.06766565,0.7723592,0.066524714],"study_design_scores_gemma":[0.000007823353,0.000018480974,0.01156621,0.00011630141,0.0000049451505,0.00007568959,0.03518549,0.0000700737,0.00006491118,0.0012202599,0.95165193,0.000017775354],"about_ca_topic_score_codex":0.98462754,"about_ca_topic_score_gemma":0.9977836,"teacher_disagreement_score":0.09128443,"about_ca_system_score_codex":0.09128443,"about_ca_system_score_gemma":0.29530025,"threshold_uncertainty_score":0.662318},"labels":[],"label_agreement":null},{"id":"W4400607574","doi":"10.1007/978-3-031-58367-4_8","title":"AwakenU: Exploring the Transformative Power of Meditative Inquiry in Higher Education During the COVID-19 Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Transformative learning; Pandemic; Coronavirus disease 2019 (COVID-19); Power (physics); Sociology; Pedagogy; Medicine; Internal medicine","score_opus":0.1033566332364316,"score_gpt":0.41629268940995334,"score_spread":0.3129360561735217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400607574","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062899984,0.022285769,0.007760481,0.057850383,0.004662343,0.00013202886,0.00007905042,0.00016835773,0.8441616],"genre_scores_gemma":[0.54752773,0.0152011765,0.009192316,0.018026687,0.0013936153,0.00028992564,0.000114825445,0.0003004145,0.40795323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921227,0.00050771114,0.000008501381,0.00004468408,0.000118003256,0.000108817985],"domain_scores_gemma":[0.99876803,0.0008386237,0.000041814852,0.00007095304,0.000055966735,0.00022466962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016346502,0.00028232703,0.00023618196,0.00033927496,0.0041564433,0.006249691,0.00097096217,0.001826307,0.009812171],"category_scores_gemma":[0.0024230669,0.0001319467,0.0002662262,0.00043906353,0.008110495,0.0057468424,0.006157537,0.0054548886,0.0009980324],"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":[0.00007454514,0.0002364727,0.00091473426,0.000398894,0.000009203459,0.00039310823,0.26833308,0.0001803283,0.0011667707,0.43332693,0.09706094,0.1979049],"study_design_scores_gemma":[0.00001512913,0.00009629531,0.0025435688,0.00091142143,0.0000060557013,0.0003668037,0.16214518,0.00019868677,0.00058376853,0.08949626,0.7436189,0.000017927228],"about_ca_topic_score_codex":0.0020329927,"about_ca_topic_score_gemma":0.012234364,"teacher_disagreement_score":0.009812171,"about_ca_system_score_codex":0.002329504,"about_ca_system_score_gemma":0.003858014,"threshold_uncertainty_score":0.032824993},"labels":[],"label_agreement":null},{"id":"W7117979857","doi":"10.1007/978-3-032-06274-1_14","title":"A Deaf Mental Health Strategy (DMHS) for Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Blueprint; Mental health law; Population; Quality (philosophy); Mental illness; Key (lock)","score_opus":0.020297029829422778,"score_gpt":0.3617201420490277,"score_spread":0.3414231122196049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117979857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007418743,0.014588824,0.00096547557,0.25019038,0.008042622,0.00028924007,0.0019015928,0.0003251328,0.7162781],"genre_scores_gemma":[0.017859498,0.005877739,0.0012110526,0.037024703,0.00023282763,0.00006552616,0.0002948867,0.00007065978,0.93736315],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991161,0.000048164573,0.0000122558085,0.000030984895,0.00033034736,0.00046207552],"domain_scores_gemma":[0.99866784,0.00009193517,0.00001864333,0.000016384754,0.0004196736,0.0007855414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086022704,0.0005367786,0.00026811013,0.0010248935,0.010471398,0.0057133813,0.0012221257,0.006232957,0.04072545],"category_scores_gemma":[0.0015365587,0.0004166863,0.00048422554,0.0012327953,0.0015593806,0.001360573,0.0019802104,0.0046330723,0.0039342223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071181735,0.000025276773,0.00032515675,0.00004096066,0.0000020012658,0.0001476577,0.0003598409,0.00013471366,0.000088600915,0.0442515,0.9300639,0.024553223],"study_design_scores_gemma":[0.000008525787,0.0000071031286,0.001125696,0.00007121148,0.0000030248352,0.00005437701,0.00095088856,0.00011252048,0.00005276174,0.0020416912,0.9955616,0.00001057443],"about_ca_topic_score_codex":0.9854897,"about_ca_topic_score_gemma":0.9956477,"teacher_disagreement_score":0.93245363,"about_ca_system_score_codex":0.06754639,"about_ca_system_score_gemma":0.28649804,"threshold_uncertainty_score":0.49008566},"labels":[],"label_agreement":null},{"id":"W7117987565","doi":"10.1007/978-3-032-06274-1_12","title":"The D.R.E.A.M. Program Staff: A Human Rights Approach to Facilitate Access","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Work (physics); Population; Confidentiality; Human rights; Research program; Current Population Survey","score_opus":0.059821317222517066,"score_gpt":0.4095077692649209,"score_spread":0.34968645204240384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117987565","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":[0.0007072071,0.004842814,0.0035069806,0.022463465,0.0013700556,0.0000332336,0.000046060268,0.000107196734,0.966923],"genre_scores_gemma":[0.011837905,0.0027035165,0.001718835,0.00436062,0.0002428877,0.000030135223,0.000019937703,0.000054846023,0.9790314],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9996543,0.00009361213,0.000008101064,0.000032422988,0.00014675155,0.000064900756],"domain_scores_gemma":[0.99966156,0.00015383078,0.000018119932,0.000018068558,0.000059964437,0.000088530636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717901,0.0002793803,0.00012668158,0.00033573274,0.0020932686,0.0030074725,0.00048122846,0.0024660444,0.05036936],"category_scores_gemma":[0.0011968309,0.00020397353,0.00013581871,0.00033409634,0.001519303,0.0035269812,0.0017455535,0.0035370742,0.01536182],"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":[0.0000052061596,0.00002151121,0.00006857953,0.000050236056,6.176147e-7,0.00006947017,0.0016392616,0.00006252378,0.00018904112,0.2379939,0.69481313,0.06508658],"study_design_scores_gemma":[0.0000014370269,0.0000064705046,0.00016620342,0.00010301182,5.613837e-7,0.00011877479,0.00054433726,0.00007186618,0.00006804277,0.016497131,0.98241913,0.000002985673],"about_ca_topic_score_codex":0.004081957,"about_ca_topic_score_gemma":0.0121860765,"teacher_disagreement_score":0.05036936,"about_ca_system_score_codex":0.0012448569,"about_ca_system_score_gemma":0.0026272172,"threshold_uncertainty_score":0.16850227},"labels":[],"label_agreement":null},{"id":"W7117988352","doi":"10.1007/978-3-032-06274-1_13","title":"Working in the field of Deaf Mental Health: What Clinicians Need to Know","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Interpreter; Sign language; Need to know; Field (mathematics); Inclusion (mineral); American Sign Language","score_opus":0.028815541823462517,"score_gpt":0.41024585207448805,"score_spread":0.38143031025102553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117988352","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":[0.0004884218,0.17158636,0.0014871319,0.7312762,0.030685032,0.000048530554,0.000043689608,0.00009827865,0.0642863],"genre_scores_gemma":[0.008547701,0.27961862,0.007877823,0.59904414,0.02097633,0.00025715848,0.000101542755,0.00014627875,0.083430454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978751,0.0008493236,0.00010531099,0.00013163585,0.0006580211,0.00038062572],"domain_scores_gemma":[0.99093026,0.0036977697,0.0002468179,0.00017586604,0.0015626261,0.0033867771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058498248,0.00086543,0.0013669287,0.0011385807,0.0041567255,0.009642842,0.0018495509,0.008739045,0.020256668],"category_scores_gemma":[0.008826672,0.0006486062,0.0005657508,0.0010454755,0.006040235,0.015083037,0.0055393213,0.019623898,0.012043874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012966464,0.00008783616,0.00027827304,0.0005381182,0.0000065924824,0.0003237594,0.00248107,0.00003436376,0.00009637112,0.014722743,0.84322006,0.13819788],"study_design_scores_gemma":[0.000014683303,0.000027965145,0.00065718446,0.0034631963,0.000007272006,0.0010328998,0.007249883,0.00003800359,0.00002832916,0.027330408,0.96011245,0.000037752103],"about_ca_topic_score_codex":0.009349727,"about_ca_topic_score_gemma":0.030602362,"teacher_disagreement_score":0.020256668,"about_ca_system_score_codex":0.0038725976,"about_ca_system_score_gemma":0.015331701,"threshold_uncertainty_score":0.067765296},"labels":[],"label_agreement":null},{"id":"W7118001421","doi":"10.1007/978-3-032-06274-1_8","title":"Why Are the Complexities of Deafblind Identity Relevant to Mental Health?","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Identity (music); Mental health; Diversity (politics); Population; Order (exchange); Identification (biology)","score_opus":0.034320475820813844,"score_gpt":0.38265421704807767,"score_spread":0.34833374122726385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118001421","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":[0.023030097,0.04545785,0.005358762,0.35660234,0.0072119487,0.000028524608,0.00006758833,0.000052038384,0.5621908],"genre_scores_gemma":[0.60209674,0.050662156,0.005294627,0.13519458,0.0054054093,0.00013430946,0.00005375713,0.00014202639,0.20101641],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991241,0.00045136613,0.000016396603,0.00005828172,0.00019538347,0.00015449621],"domain_scores_gemma":[0.998938,0.0006448926,0.00006839021,0.000047356618,0.00011184479,0.000189611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016570615,0.00027571066,0.0003114877,0.0004389045,0.0031273328,0.006168097,0.00065811665,0.0024910423,0.007594371],"category_scores_gemma":[0.0030915255,0.00014455151,0.0002026155,0.00039911014,0.02300381,0.0063408352,0.003457407,0.0068249567,0.0011970407],"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":[0.000021880716,0.000032017237,0.0005201688,0.00008741067,0.0000051247853,0.00037123734,0.0250454,0.0000491663,0.00021964396,0.88444436,0.04301134,0.046192173],"study_design_scores_gemma":[0.000010512839,0.000024214896,0.001376995,0.00040842924,0.000007899596,0.0014097523,0.044340476,0.00010054595,0.00023278501,0.546818,0.40524933,0.000021054282],"about_ca_topic_score_codex":0.008098368,"about_ca_topic_score_gemma":0.011531139,"teacher_disagreement_score":0.008098368,"about_ca_system_score_codex":0.0022230495,"about_ca_system_score_gemma":0.003059128,"threshold_uncertainty_score":0.025405705},"labels":[],"label_agreement":null},{"id":"W7118021495","doi":"10.1007/978-3-032-06274-1_3","title":"Understanding and Teaching Theory of Mind in DHH Children","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in mental health and addiction","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Theory of mind; Dysfunctional family; Child development; Psychological Theory; Frith; Mental health","score_opus":0.04553287711317587,"score_gpt":0.3586810352046725,"score_spread":0.3131481580914966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118021495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061415024,0.0154221505,0.020241877,0.022650326,0.0007997679,0.00005570964,0.000080996084,0.000113887654,0.87922025],"genre_scores_gemma":[0.6932912,0.020555332,0.032644153,0.004420116,0.000284168,0.00016662685,0.00010293905,0.00017387432,0.24836154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971586,0.00014796654,0.0000071602076,0.00002792994,0.000057653873,0.0000433749],"domain_scores_gemma":[0.99941695,0.00042364243,0.000030284386,0.000026873091,0.00003678367,0.00006551897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009121939,0.00031887085,0.00023857152,0.00038371293,0.0012594992,0.0024774699,0.0005682013,0.0007634352,0.0061762845],"category_scores_gemma":[0.0011718085,0.0002221508,0.00026457792,0.00026609935,0.0076677063,0.0027702898,0.0015297885,0.0041791787,0.00070907315],"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":[0.000007534881,0.00005889658,0.00085686793,0.0001369747,0.0000035532937,0.00037926118,0.045146722,0.00031587956,0.00088019256,0.87720364,0.019662391,0.055348147],"study_design_scores_gemma":[0.00000980032,0.000024032723,0.0029470723,0.0005141565,0.0000073314955,0.0007911,0.024829267,0.000537979,0.0010511472,0.46806762,0.5012033,0.000017071847],"about_ca_topic_score_codex":0.005731907,"about_ca_topic_score_gemma":0.01773497,"teacher_disagreement_score":0.0061762845,"about_ca_system_score_codex":0.0039446554,"about_ca_system_score_gemma":0.0023546685,"threshold_uncertainty_score":0.0286206},"labels":[],"label_agreement":null}]}