{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"61e2c20f9887","filters":{"venue":"Discover Social Science and Health"}},"results":[{"id":"W4366548121","doi":"10.1007/s44155-023-00039-z","title":"An integrative framework and recommendations for the study of DNA methylation in the context of race and ethnicity","year":2023,"lang":"en","type":"review","venue":"Discover Social Science and Health","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Ethnic group; dNaM; Sociocultural evolution; Context (archaeology); Race (biology); Population; Psychology; Developmental psychology; Social psychology; Genetics; Sociology; Biology; DNA methylation; Gender studies; Demography","authors":[{"name":"Meingold Hiu-ming Chan","is_ca":true},{"name":"Sarah M. Merrill","is_ca":true},{"name":"Chaini Konwar","is_ca":true},{"name":"Michael S. Kobor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1303055324603826,"gpt":0.4904477499023333,"spread":0.3601422174419507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2237576,0.005320933,0.008262496,0.01568207,0.006854978,0.01527052,0.01809791,0.01783559,0.01856894],"category_scores_gemma":[0.2489274,0.002134618,0.008133771,0.01413732,0.02151479,0.02549484,0.01761467,0.02888756,0.006353803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01945472,"about_ca_system_score_gemma":0.1081153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07303485,"about_ca_topic_score_gemma":0.09357832,"domain_scores_codex":[0.8706217,0.1001253,0.00850568,0.008473732,0.009081074,0.003192506],"domain_scores_gemma":[0.6070801,0.2609742,0.01059913,0.01890474,0.0822759,0.02016592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002646882,0.0005842824,0.009700601,0.02015093,0.0009443875,0.0009323665,0.02276475,0.003406089,0.0006736321,0.315956,0.3176782,0.3069442],"study_design_scores_gemma":[0.0001848524,0.0001731935,0.004476774,0.06802025,0.0008763515,0.0003316372,0.01833891,0.003036932,0.0004003897,0.4180514,0.4856635,0.0004458188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001092472,0.1288061,0.07790627,0.7653935,0.01350886,0.002237808,0.001835543,0.0007548815,0.008464658],"genre_scores_gemma":[0.03647034,0.1460961,0.5514297,0.2253708,0.01146734,0.01837949,0.002659706,0.000445173,0.007681457],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2237576,"threshold_uncertainty_score":0.9572451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384560204","doi":"10.1007/s44155-023-00044-2","title":"An integrative approach for the analysis of risk and health across the life course: challenges, innovations, and opportunities for life course research","year":2023,"lang":"en","type":"review","venue":"Discover Social Science and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Jacobs Foundation; National Institute on Aging; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Life course approach; Psychological intervention; Pooling; Context (archaeology); Psychological resilience; Psychology; Socioeconomic status; Data science; Computer science; Medicine; Developmental psychology; Population; Social psychology; Environmental health","authors":[{"name":"Sascha Zuber","is_ca":true},{"name":"Laura Bechtiger","is_ca":false},{"name":"Julien Bodelet","is_ca":false},{"name":"Marta Golin","is_ca":false},{"name":"Jens Heumann","is_ca":false},{"name":"Jung Hyun Kim","is_ca":false},{"name":"Matthias Klee","is_ca":false},{"name":"Jure Mur","is_ca":false},{"name":"Jennie G. Noll","is_ca":false},{"name":"Stacey Voll","is_ca":true},{"name":"Patrick O’Keefe","is_ca":false},{"name":"Annekatrin Steinhoff","is_ca":false},{"name":"Ulf Zölitz","is_ca":false},{"name":"Graciela Muñiz‐Terrera","is_ca":false},{"name":"Lilly Shanahan","is_ca":false},{"name":"Michael J. Shanahan","is_ca":false},{"name":"Scott M. Hofer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6049925437635252,"gpt":0.606198705928244,"spread":0.001206162164718805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1966182,0.004260208,0.00921316,0.02051991,0.004351917,0.01966876,0.0117065,0.004760291,0.004251189],"category_scores_gemma":[0.1976003,0.0023124,0.007500561,0.01846742,0.01841732,0.02279377,0.02111057,0.01939543,0.001082695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007010607,"about_ca_system_score_gemma":0.02149478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461766,"about_ca_topic_score_gemma":0.01627687,"domain_scores_codex":[0.8887469,0.08660592,0.007033958,0.008325467,0.008282743,0.001005088],"domain_scores_gemma":[0.6844453,0.2429269,0.01075017,0.03446386,0.02228517,0.005128539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000278882,0.0005565673,0.03066606,0.01076123,0.006496861,0.0008559151,0.0226478,0.007187091,0.002012196,0.5967214,0.02178506,0.300031],"study_design_scores_gemma":[0.00005552719,0.000262222,0.01040466,0.005183488,0.001175618,0.0003704325,0.005217332,0.00963926,0.0003861094,0.914897,0.05219592,0.0002125327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.006947062,0.05931698,0.8479441,0.0745211,0.00275612,0.001194477,0.001301252,0.0005813939,0.005437596],"genre_scores_gemma":[0.06431546,0.02821335,0.8873673,0.01111339,0.002819555,0.003795231,0.0008522494,0.0003054914,0.00121792],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1966182,"threshold_uncertainty_score":0.9907128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362554185","doi":"10.1007/s44155-023-00038-0","title":"Trends in regional inequalities in childhood anemia in Ethiopia: evidence from the 2005–2016 Ethiopian Demographic and Health Surveys","year":2023,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Addis Ababa University","keywords":"Anemia; Medicine; Demography; Logistic regression; Public health; Inequality; Early childhood; Pediatrics; Environmental health; Psychology","authors":[{"name":"Shiferaw Tessema Negussie","is_ca":false},{"name":"Regassa Geda Nigatu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09583141423940424,"gpt":0.3852705330221566,"spread":0.2894391187827524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002007572,0.0002303455,0.00020516,0.001392099,0.0002489188,0.0006152982,0.0003635676,0.0001827562,0.001012154],"category_scores_gemma":[0.003370168,0.0002126504,0.000482636,0.002521014,0.0001960717,0.0004549569,0.0006693364,0.0004299888,0.0001181689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005408809,"about_ca_system_score_gemma":0.0007479182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03806136,"about_ca_topic_score_gemma":0.03925324,"domain_scores_codex":[0.9990457,0.0004197287,0.0001201237,0.0001463861,0.0001083772,0.0001596216],"domain_scores_gemma":[0.9977022,0.0004873916,0.0009199132,0.0001206062,0.0005898476,0.0001800815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005437655,0.00001950941,0.9924079,0.0001244687,0.00027019,0.00003157168,0.0002731099,0.0001751806,0.00006127128,0.0001988998,0.001052367,0.005331109],"study_design_scores_gemma":[0.000003430754,0.00001758204,0.9974235,0.0001387081,0.00009637073,0.0000370841,0.0006633186,0.0003337528,0.0000682625,0.00004968955,0.001163519,0.000004723554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980608,0.004057556,0.0004016797,0.0006675586,0.00003503187,0.00001810627,0.01213879,0.000006304368,0.002066992],"genre_scores_gemma":[0.9957244,0.001455138,0.0002731931,0.0000979699,0.00002041785,0.00001653603,0.002273773,0.000001837763,0.0001367298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03806136,"threshold_uncertainty_score":0.0756796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307910041","doi":"10.1007/s44155-022-00023-z","title":"Income, education, and hospitalization in Canada: results from linked census and administrative data","year":2022,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Residence; Census; Marital status; Health care; Ethnic group; Demography; Geography; Medicine; Gerontology; Immigration; Rural area; Environmental health; Population; Economic growth; Political science","authors":[{"name":"Jenny Godley","is_ca":true},{"name":"Karen Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08960574376441743,"gpt":0.4132884093798966,"spread":0.3236826656154792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906455,0.0005745547,0.0007811219,0.00523991,0.001983196,0.002387724,0.001626062,0.0004456687,0.003102195],"category_scores_gemma":[0.01282141,0.0003667546,0.001590931,0.01713982,0.0005817753,0.0006333892,0.002059628,0.001042515,0.0003670275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02949264,"about_ca_system_score_gemma":0.05254503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971642,"about_ca_topic_score_gemma":0.9972185,"domain_scores_codex":[0.9976535,0.0002189198,0.0002212939,0.000316479,0.001047119,0.0005425547],"domain_scores_gemma":[0.9873124,0.001286566,0.00242794,0.0005480226,0.006777248,0.001647849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005618873,0.00002215796,0.9898857,0.00008250832,0.0002735874,0.00003530872,0.0001575603,0.0004481091,0.00001612184,0.0001902999,0.005316038,0.003516515],"study_design_scores_gemma":[0.00001280064,0.000007097368,0.9960509,0.00007762342,0.0001093811,0.00002313297,0.0004017347,0.001097937,0.00002476627,0.00006791245,0.002111124,0.00001557657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7082793,0.004824106,0.000635043,0.002030802,0.00008521888,0.0001696842,0.2765537,0.0001453533,0.007276808],"genre_scores_gemma":[0.9122811,0.002455166,0.0008157183,0.0002745872,0.00003205429,0.00008890156,0.08250804,0.0000389304,0.001505462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02949264,"threshold_uncertainty_score":0.2139851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410204421","doi":"10.1007/s44155-025-00221-5","title":"Recurrent neural network-based automated early detection of pandemic-prone diseases through symptoms analysis","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Pandemic; Artificial neural network; Coronavirus disease 2019 (COVID-19); Computer science; Artificial intelligence; Medicine; Disease; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Aditika Tungal","is_ca":false},{"name":"Kuldeep Singh","is_ca":false},{"name":"Prabhsimran Singh","is_ca":false},{"name":"Ateeq Ur Rehman","is_ca":false},{"name":"Sandeep Sood","is_ca":false},{"name":"Vishnu Kant","is_ca":false},{"name":"Anand Kumar","is_ca":false},{"name":"Seada Hussen","is_ca":false},{"name":"Habib Hamam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02104850497529888,"gpt":0.3459778127458909,"spread":0.324929307770592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004832429,0.0007647408,0.0006310092,0.0008385238,0.0001442163,0.0004615948,0.0006064972,0.0005101757,0.0009725907],"category_scores_gemma":[0.001568623,0.0002009082,0.0005370887,0.0003205961,0.0001206039,0.0005980933,0.000506706,0.0006362452,0.0004854424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975971,"about_ca_system_score_gemma":0.0005318522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005684435,"about_ca_topic_score_gemma":0.007399234,"domain_scores_codex":[0.9997339,0.00005745035,0.00002994985,0.00007082638,0.000049544,0.00005830271],"domain_scores_gemma":[0.9994825,0.0001773065,0.0001046927,0.00002788875,0.0001637467,0.00004378557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00193025,0.0008404909,0.1335855,0.0005902486,0.0004743478,0.001757245,0.0003243547,0.204554,0.04089903,0.001427775,0.01751965,0.5960971],"study_design_scores_gemma":[0.00001879084,0.000166916,0.01237868,0.0000276253,0.0000647202,0.0001768563,0.00006187724,0.9813806,0.004300222,0.0007448575,0.0006581634,0.00002073553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467733,0.003667827,0.2313733,0.00154904,0.0004518713,0.0002335134,0.003822102,0.004413191,0.007715865],"genre_scores_gemma":[0.9787465,0.000435727,0.01749778,0.0001572989,0.00007045081,0.00004470441,0.001706308,0.00001901291,0.0013222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005684435,"threshold_uncertainty_score":0.01130271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409994056","doi":"10.1007/s44155-025-00201-9","title":"Reconciliation villages in post-genocide Rwanda, beyond rhetoric to practical reconciliation and psychosocial reintegration","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Genocide; Rhetoric; Psychosocial; Criminology; Political science; Psychology; Sociology; Psychotherapist; Law; Philosophy; Theology","authors":[{"name":"Felix Bigabo","is_ca":false},{"name":"Emmanuel Biracyaza","is_ca":true},{"name":"Clémentine Kanazayire","is_ca":false},{"name":"Jeannette Kangabe","is_ca":false},{"name":"Darius Gishoma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04177925169200367,"gpt":0.4043085525475281,"spread":0.3625293008555244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004548471,0.0003710689,0.0003408413,0.0008747056,0.01043224,0.002368555,0.001000396,0.001118567,0.001859024],"category_scores_gemma":[0.007548156,0.0003864154,0.000202093,0.0006978801,0.008236671,0.002628942,0.006166607,0.001620327,0.0002237097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892501,"about_ca_system_score_gemma":0.002463018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925704,"about_ca_topic_score_gemma":0.005204579,"domain_scores_codex":[0.9950857,0.004028193,0.00009281056,0.0001147571,0.0001702268,0.0005084287],"domain_scores_gemma":[0.9967279,0.001643443,0.0008663938,0.0002403774,0.0001953047,0.0003264344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000783619,0.00006993541,0.01099986,0.000287333,0.00001310148,0.003081985,0.9360858,0.00007791018,0.002544007,0.008751366,0.001492,0.03651844],"study_design_scores_gemma":[0.00001340827,0.0003142756,0.02407788,0.0003366996,0.00001781719,0.001771542,0.9444812,0.0001355738,0.0009969773,0.001766827,0.02606064,0.00002712903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903854,0.001491195,0.0006463391,0.002272471,0.00007053335,0.0000390328,0.000009493876,0.00001889534,0.00506667],"genre_scores_gemma":[0.9982758,0.0004175019,0.0003200574,0.00008833138,0.00001180997,0.00002621758,0.000006292285,0.000004703297,0.0008494839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043224,"threshold_uncertainty_score":0.02405494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393038763","doi":"10.1007/s44155-024-00073-5","title":"Application of the concept ‘avoidable mortality’ in assessing the socioeconomic status related inequalities in health: a scoping review","year":2024,"lang":"en","type":"review","venue":"Discover Social Science and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Socioeconomic status; Inequality; Environmental health; Medicine; Psychology; Mathematics; Population","authors":[{"name":"Anousheh Marouzi","is_ca":true},{"name":"Charles Plante","is_ca":true},{"name":"Cory Neudorf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1535662721051672,"gpt":0.5242424968085249,"spread":0.3706762247033577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02740268,0.001882065,0.004993262,0.02886103,0.00137648,0.005619255,0.00217277,0.003624497,0.004101337],"category_scores_gemma":[0.08202026,0.001015435,0.005219004,0.0221912,0.002581772,0.005812011,0.003510326,0.002738299,0.000561638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005340236,"about_ca_system_score_gemma":0.01901963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006545014,"about_ca_topic_score_gemma":0.0111368,"domain_scores_codex":[0.9796071,0.008916306,0.005783337,0.00117568,0.004092877,0.0004247497],"domain_scores_gemma":[0.9176556,0.06915753,0.006050008,0.00099876,0.00579559,0.000342483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007266271,0.00003356388,0.0008669948,0.7136843,0.00174472,0.0001450985,0.001196455,0.0002817888,0.0002868958,0.007786816,0.007008825,0.2668918],"study_design_scores_gemma":[0.00002582343,0.00006437756,0.001670716,0.908602,0.003966426,0.0003281202,0.0006847772,0.0001450383,0.0001770527,0.003116116,0.08118527,0.00003431198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000212538,0.9969795,0.0005386738,0.000907428,0.000379163,0.0002380207,0.00008146751,0.00000570214,0.0006575283],"genre_scores_gemma":[0.003218638,0.9938101,0.001436813,0.000574151,0.0002332805,0.000535459,0.00007501399,0.000004483544,0.0001120281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02886103,"threshold_uncertainty_score":0.144921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406551037","doi":"10.1007/s44155-025-00152-1","title":"Breast cancer screening among married women in Tanzania: does household structure matter?","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Nipissing University; The Scarborough Hospital; University of Waterloo; University of Toronto","funders":"","keywords":"Tanzania; Breast cancer; Medicine; Cancer; Demography; Environmental health; Gerontology; Socioeconomics; Sociology; Internal medicine","authors":[{"name":"Roger Antabe","is_ca":true},{"name":"Yujiro Sano","is_ca":true},{"name":"Daniel Amoak","is_ca":true},{"name":"Emmanuel Kyeremeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03455845197485533,"gpt":0.357034936712136,"spread":0.3224764847372807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047191,0.0001531077,0.0002654043,0.0006670064,0.0006983894,0.0006465356,0.0003401455,0.0002778489,0.002170401],"category_scores_gemma":[0.004096621,0.0001946763,0.000327235,0.001116592,0.0004639231,0.0004739797,0.0007540463,0.0003472109,0.000115327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424739,"about_ca_system_score_gemma":0.0005333801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03786824,"about_ca_topic_score_gemma":0.06725477,"domain_scores_codex":[0.9992779,0.0003734541,0.00004199009,0.00008469072,0.00005760718,0.0001643794],"domain_scores_gemma":[0.9984848,0.0004324519,0.0005932727,0.00006659224,0.00009702031,0.0003259661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002589843,0.00001866782,0.9967206,0.00001427859,0.00003862599,0.0001018643,0.0007545387,0.0000232319,0.00004138336,0.00006484646,0.0001235491,0.002072542],"study_design_scores_gemma":[0.000003018447,0.0000611897,0.9966485,0.00002830588,0.00003184455,0.00007586657,0.002661846,0.0002305563,0.00001201829,0.0000847288,0.0001590257,0.00000311519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986672,0.000393863,0.00007954524,0.0003549247,0.000008257284,0.000007867689,0.0001179532,0.000001398341,0.0003689489],"genre_scores_gemma":[0.999777,0.0000886862,0.00001871294,0.00003412575,0.000004196308,0.000001870084,0.00003180417,3.930682e-7,0.00004321413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03786824,"threshold_uncertainty_score":0.07529563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410026788","doi":"10.1007/s44155-025-00218-0","title":"Epidemiology of unintended pregnancies: regional insights from sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Epidemiology; Unintended consequences; Geography; Environmental health; Socioeconomics; Medicine; Political science; Economics","authors":[{"name":"Ghose Bishwajit","is_ca":true},{"name":"Nicholas Kofi Adjei","is_ca":false},{"name":"Sanni Yaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09501245559458346,"gpt":0.377330607673913,"spread":0.2823181520793295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342434,0.0004223343,0.0005958277,0.002908305,0.0005364791,0.001125333,0.0005269573,0.0003679163,0.001045162],"category_scores_gemma":[0.003783742,0.0004090503,0.0006035506,0.004411093,0.0004494275,0.0008333613,0.001435607,0.0003786754,0.0001217645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867108,"about_ca_system_score_gemma":0.001236983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0431221,"about_ca_topic_score_gemma":0.03636119,"domain_scores_codex":[0.9990895,0.0004044448,0.000126423,0.0001061733,0.00009722378,0.0001763825],"domain_scores_gemma":[0.9987454,0.0003099206,0.000563425,0.00005364841,0.0001964716,0.0001311693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006007,0.00004485816,0.943115,0.001102459,0.0002831441,0.001630443,0.01085101,0.0004895826,0.0006965333,0.0004297782,0.0008056125,0.0404509],"study_design_scores_gemma":[0.000007565966,0.00006971713,0.9874759,0.0004503241,0.00009110822,0.001455046,0.007941889,0.0001661707,0.00005908139,0.0001356729,0.002131855,0.000015732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771578,0.01728849,0.0005177975,0.001022853,0.00003154392,0.0001150297,0.001506566,0.00001166024,0.002348118],"genre_scores_gemma":[0.9854396,0.01318362,0.0005840919,0.0001569142,0.0000301214,0.00008181469,0.0003745298,0.00000504703,0.0001443306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0431221,"threshold_uncertainty_score":0.08574224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412176823","doi":"10.1007/s44155-025-00266-6","title":"Addressing gender inequalities in health: a comprehensive framework for policy and practice","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Inequality; Sociology; Political science; Mathematics","authors":[{"name":"Zeinab Khaledian","is_ca":false},{"name":"Maryam Tajvar","is_ca":false},{"name":"Amirhossein Takian","is_ca":false},{"name":"Mehdi Yaseri","is_ca":false},{"name":"Mohammad Hajizadeh","is_ca":true},{"name":"Alireza Olyaeemanesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4374000213022221,"gpt":0.5688905890666647,"spread":0.1314905677644426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2308511,0.005917035,0.007767758,0.02426254,0.01435975,0.03858741,0.01205935,0.02408743,0.006995957],"category_scores_gemma":[0.11988,0.002377317,0.005743893,0.01596054,0.061062,0.03529958,0.02862363,0.02151463,0.001801553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0509735,"about_ca_system_score_gemma":0.135021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229327,"about_ca_topic_score_gemma":0.02038597,"domain_scores_codex":[0.8499208,0.1192544,0.009299717,0.005633932,0.01053558,0.005355431],"domain_scores_gemma":[0.8532537,0.1132476,0.005787672,0.004693591,0.01461863,0.008398929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004947319,0.0001151183,0.000909911,0.01025004,0.0001685854,0.0003753924,0.04422281,0.002359225,0.0002012846,0.8451152,0.02007938,0.0761535],"study_design_scores_gemma":[0.00006326859,0.00008861931,0.0006806557,0.03514786,0.0001397929,0.0001733989,0.02759827,0.001458863,0.0001448637,0.8110891,0.1233225,0.00009282753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003280689,0.1093101,0.1850036,0.6482713,0.004606456,0.004176594,0.000663412,0.0003703341,0.04431751],"genre_scores_gemma":[0.2075521,0.1091267,0.5970652,0.05850467,0.003741944,0.01865759,0.0008704508,0.0002571978,0.004224058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2308511,"threshold_uncertainty_score":0.9484975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409993755","doi":"10.1007/s44155-025-00205-5","title":"Community leaders' perspectives on linking formal and informal health providers in Nigerian urban slums: a qualitative study","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Medical Research Council","keywords":"Qualitative research; Community health workers; Sociology; Economic growth; Public relations; Political science; Health services; Social science","authors":[{"name":"Benard Okechi","is_ca":false},{"name":"Charles T. Orjiakor","is_ca":true},{"name":"Chukwudi Nwokolo","is_ca":false},{"name":"Chukwuedozie K. Ajaero","is_ca":false},{"name":"Mahua Das","is_ca":false},{"name":"Obinna Onwujekwe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05073591581292439,"gpt":0.431179415582106,"spread":0.3804434997691816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007071049,0.0004698569,0.0004009076,0.001315177,0.008010417,0.002816592,0.0008408741,0.0009473662,0.002861402],"category_scores_gemma":[0.008138257,0.0004469608,0.0001854182,0.0009355445,0.005735074,0.002106178,0.00384759,0.001747844,0.0002290345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002579137,"about_ca_system_score_gemma":0.003993919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005061617,"about_ca_topic_score_gemma":0.01258775,"domain_scores_codex":[0.9955289,0.003252517,0.0001039491,0.0001465405,0.0002297822,0.000738311],"domain_scores_gemma":[0.9919878,0.005453654,0.0006515576,0.0001057067,0.0006120788,0.001189134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000150248,0.00003151643,0.00311015,0.00007312903,0.000001289942,0.0007451142,0.9925851,0.00001191742,0.0004552816,0.000412129,0.0003041437,0.002255109],"study_design_scores_gemma":[0.000001497677,0.00002315024,0.0007897405,0.00006255729,9.254047e-7,0.00006694561,0.997134,0.00001619946,0.00007037236,0.00005200564,0.001780186,0.000002491937],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952963,0.0003629458,0.0004261756,0.001356331,0.00004768474,0.0001031519,0.00003919621,0.000005581627,0.002362652],"genre_scores_gemma":[0.9975624,0.0004208598,0.000312832,0.0003624584,0.00001747599,0.0001451316,0.00002251511,0.000007114147,0.001149188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008010417,"threshold_uncertainty_score":0.03739572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404079125","doi":"10.1007/s44155-024-00122-z","title":"Trends in maternal education-based inequalities in under-five mortality in Ethiopia: multilevel, decomposition and concentration index analyses","year":2024,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Index (typography); Inequality; Decomposition; Statistics; Demography; Mathematics; Econometrics; Geography; Sociology; Computer science; Chemistry","authors":[{"name":"Negussie Shiferaw Tessema","is_ca":false},{"name":"Nigatu Regassa Geda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08259997870922496,"gpt":0.4741039263177375,"spread":0.3915039476085125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003547663,0.0003407276,0.0004978775,0.002104016,0.0003343398,0.0008706428,0.000575217,0.000261025,0.001108844],"category_scores_gemma":[0.005815012,0.0002618234,0.001533617,0.002479288,0.0002444875,0.0004957483,0.001315246,0.0008270958,0.0001453644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006419757,"about_ca_system_score_gemma":0.0008986078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02434042,"about_ca_topic_score_gemma":0.02099264,"domain_scores_codex":[0.9988126,0.0005850251,0.00009822146,0.0001757798,0.0001115015,0.0002169397],"domain_scores_gemma":[0.9976579,0.0008810837,0.0006418395,0.0002324336,0.0004040986,0.0001826114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367747,0.00004293567,0.9912131,0.00004924008,0.0004877839,0.00005740269,0.0005122981,0.001265443,0.0002478901,0.0004376263,0.0004263522,0.005123057],"study_design_scores_gemma":[0.000008170616,0.00009100791,0.9849064,0.00007707046,0.0002767653,0.00008290104,0.001528481,0.01155418,0.0002933709,0.0003268809,0.0008328303,0.00002195566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943751,0.0004345936,0.002073224,0.0001208427,0.00001155829,0.00003152109,0.00237227,0.00001460118,0.0005662194],"genre_scores_gemma":[0.995262,0.0001747252,0.00261163,0.00003104495,0.000009563379,0.0000606975,0.00162296,0.000008037941,0.0002192109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434042,"threshold_uncertainty_score":0.04839748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385548958","doi":"10.1007/s44155-023-00049-x","title":"The role of civil society organizations in alcohol control during the COVID-19 pandemic across six countries in Africa","year":2023,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Civil society; Pandemic; Outreach; Psychological intervention; Public health; Tanzania; Political science; Economic growth; Environmental health; Coronavirus disease 2019 (COVID-19); Development economics; Socioeconomics; Medicine; Sociology; Politics; Nursing; Economics","authors":[{"name":"Kashish Aneja","is_ca":false},{"name":"Aadielah Maker Diedericks","is_ca":false},{"name":"Sam Halabi","is_ca":false},{"name":"Katie Gottschalk","is_ca":false},{"name":"Kerry Waddell","is_ca":true},{"name":"Juan Tello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04281472068422133,"gpt":0.3719998876701843,"spread":0.329185166985963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00574954,0.0002749795,0.0001560652,0.001416803,0.004314745,0.003152552,0.0005580846,0.001024224,0.00308496],"category_scores_gemma":[0.01151541,0.0002178269,0.000160525,0.001463569,0.004254763,0.002537779,0.004721647,0.001302261,0.0001337081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004725514,"about_ca_system_score_gemma":0.009479492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519673,"about_ca_topic_score_gemma":0.02291652,"domain_scores_codex":[0.9944112,0.00307155,0.0001503239,0.0001411889,0.0004018717,0.001823878],"domain_scores_gemma":[0.9885545,0.004394476,0.002885201,0.0001999103,0.0009064744,0.003059444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002279808,0.0003033971,0.3688113,0.001476545,0.00006947584,0.003105917,0.4542035,0.0004730985,0.001266621,0.02436622,0.00749614,0.1381998],"study_design_scores_gemma":[0.0000225222,0.0001556242,0.2049848,0.001336364,0.00002569861,0.0003429757,0.7506766,0.0001701489,0.0002297276,0.00180832,0.04022393,0.00002328212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597865,0.004392643,0.0002660165,0.0164087,0.0001370168,0.0001647353,0.00007153426,0.000005310317,0.01876747],"genre_scores_gemma":[0.9972962,0.001473814,0.0001451733,0.0005847676,0.00002380918,0.00002587335,0.00001387251,0.000001883495,0.0004346273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519673,"threshold_uncertainty_score":0.0342862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385874086","doi":"10.1007/s44155-023-00048-y","title":"Who uses technology to socialize? Evidence from older Canadian adults","year":2023,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Odds; Multinomial logistic regression; Psychology; Gerontology; Logistic regression; Demography; Mental health; Population; Odds ratio; Survey data collection; Medicine; Sociology; Psychiatry; Computer science","authors":[{"name":"Amber DeJohn","is_ca":false},{"name":"Michael J. Widener","is_ca":true},{"name":"Alex Mihailidis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0702640708614239,"gpt":0.4432459758891631,"spread":0.3729819050277392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005528604,0.0006150429,0.001127689,0.003499118,0.004278812,0.002717123,0.002177675,0.001102086,0.006611872],"category_scores_gemma":[0.02377208,0.000494677,0.001548797,0.008483835,0.001501294,0.001503029,0.002253503,0.001717374,0.0004975937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02412399,"about_ca_system_score_gemma":0.04654162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988389,"about_ca_topic_score_gemma":0.9918268,"domain_scores_codex":[0.9962112,0.0004801789,0.0003677117,0.0005720627,0.001430834,0.0009381238],"domain_scores_gemma":[0.9871073,0.002138476,0.002490484,0.0004791392,0.006338411,0.001446085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004949608,0.0001980692,0.8931136,0.003794107,0.0009132468,0.0002226268,0.01642467,0.000131298,0.00009593065,0.002268563,0.01504652,0.06729642],"study_design_scores_gemma":[0.00006597974,0.0000633121,0.9640274,0.004742062,0.0008839862,0.0000892128,0.01511528,0.0001763579,0.00005554918,0.0003671466,0.01433956,0.00007397912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8254302,0.096581,0.0005028601,0.01104016,0.0004392855,0.0003948169,0.02204024,0.00001942185,0.04355202],"genre_scores_gemma":[0.9552686,0.03719435,0.0004212196,0.001972985,0.00008467722,0.0001478093,0.00331713,0.00001493432,0.001578259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412399,"threshold_uncertainty_score":0.1750326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416838894","doi":"10.1007/s44155-025-00335-w","title":"Depression symptoms and mental health well-being among Bangladeshi nursing students","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact; University of Alberta; University of Saskatchewan","funders":"","keywords":"Depression (economics); Mental health; Correlation; Patient Health Questionnaire; Positive correlation; Cross-sectional study","authors":[{"name":"Anjan Kumar Roy","is_ca":false},{"name":"Md Ikbal Hossain","is_ca":false},{"name":"Samiul Amin Chowdhury","is_ca":true},{"name":"Md. Abdul Qaum Mezan","is_ca":false},{"name":"Masuda Akter","is_ca":true},{"name":"Shimpi Akter","is_ca":false},{"name":"Sopon Akter","is_ca":false},{"name":"Md. Hasan Al Banna","is_ca":false},{"name":"Saifur Rahman Chowdhury","is_ca":true},{"name":"Humayun Kabir","is_ca":true},{"name":"Ahmed Hossain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02723072835179037,"gpt":0.4698839874781605,"spread":0.4426532591263702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003402248,0.0001570978,0.0002190271,0.0004952821,0.0004048553,0.0005353372,0.0001465309,0.000296203,0.001413549],"category_scores_gemma":[0.001170031,0.0001662403,0.0001896579,0.0006348541,0.0002080735,0.0002313628,0.0003805415,0.000503131,0.0002303018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316442,"about_ca_system_score_gemma":0.0003245308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008447125,"about_ca_topic_score_gemma":0.01676356,"domain_scores_codex":[0.9997376,0.000060938,0.00004210117,0.00003254332,0.00006928744,0.00005764149],"domain_scores_gemma":[0.9994383,0.00006149714,0.0002136823,0.0000181121,0.00008190423,0.0001864648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002031726,0.00004103373,0.9978595,0.00001063765,0.000009950488,0.00003949496,0.000241139,0.000007124605,0.000126144,0.000008838902,0.00005481764,0.001580936],"study_design_scores_gemma":[0.000001664804,0.00004191112,0.9991578,0.000008764277,0.000004606067,0.00005100181,0.0005836804,0.00002459482,0.00001641125,0.000008780708,0.00009897147,0.000001898089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991426,0.0001711475,0.00001126666,0.00007539535,0.000003425571,0.000006410322,0.00009655148,3.598717e-7,0.0004927804],"genre_scores_gemma":[0.999586,0.0001611541,0.00001606269,0.0000193715,0.00000273589,0.000005765812,0.00005837799,1.99596e-7,0.0001502879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008447125,"threshold_uncertainty_score":0.01679587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415190468","doi":"10.1007/s44155-025-00306-1","title":"Water, sanitation and hygiene and neglected tropical diseases in the Democratic Republic of Congo: a narrative review and policy perspective","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sanitation; Hygiene; Neglected tropical diseases; Public health; Psychological intervention; Tropical disease; Global health; Corporate governance; Disease burden","authors":[{"name":"Tolulope Ojo-Akosile","is_ca":false},{"name":"Eberechukwu A. Uwah","is_ca":false},{"name":"Innocent Mufungizi","is_ca":false},{"name":"Abdullahi Tunde Aborode","is_ca":false},{"name":"Marie Nkundakozera","is_ca":false},{"name":"Maher Ali Rusho","is_ca":true},{"name":"Taiwo Bakare-Abidola","is_ca":false},{"name":"Osayimwense Izinyon","is_ca":false},{"name":"Aloh Macdonald Tochukwu","is_ca":false},{"name":"Isreal Ayobami Onifade","is_ca":false},{"name":"Aymar Akilimali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01805070578005371,"gpt":0.3952348667449768,"spread":0.3771841609649231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031468,0.0007765249,0.000936195,0.004829719,0.00114529,0.003699304,0.0007271078,0.002098117,0.003232675],"category_scores_gemma":[0.008561098,0.0003293382,0.0008311317,0.006345024,0.001410953,0.002664876,0.001554025,0.002036609,0.0002314374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006920924,"about_ca_system_score_gemma":0.01355937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01927117,"about_ca_topic_score_gemma":0.03607457,"domain_scores_codex":[0.9981529,0.001104537,0.0002971343,0.0001310716,0.0001527938,0.0001615931],"domain_scores_gemma":[0.9935917,0.004606698,0.001125535,0.00004297964,0.0004345835,0.0001984516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002425132,0.00009108353,0.005558859,0.364329,0.001368061,0.002409894,0.01244273,0.00160245,0.0007202955,0.1116205,0.1163483,0.3832664],"study_design_scores_gemma":[0.00002176498,0.00008165179,0.005395413,0.2894951,0.001074781,0.001597131,0.008389169,0.0002062282,0.0001532188,0.005570177,0.6879687,0.00004656192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005218192,0.9889762,0.00007702997,0.008766321,0.0002903468,0.00001689365,0.00009293857,0.000001864888,0.001256572],"genre_scores_gemma":[0.01120138,0.9851423,0.0001588375,0.002693703,0.0003854957,0.00006585005,0.00005416222,0.000001408056,0.0002968798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01927117,"threshold_uncertainty_score":0.05021501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413021848","doi":"10.1007/s44155-025-00278-2","title":"Physical activity among adults in Canada: an intersectional analysis of immigrant and socioeconomic status","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Socioeconomic status; Immigration; Intersectionality; Physical activity; Sociology; Demographic economics; Geography; Psychology; Demography; Gerontology; Gender studies; Medicine; Economics","authors":[{"name":"Heejun Lim","is_ca":true},{"name":"Roman Pabayo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03122985241045386,"gpt":0.4364525061213651,"spread":0.4052226537109113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007241305,0.0004781398,0.0005891908,0.001507301,0.00294817,0.001453468,0.001100391,0.0006261026,0.001682332],"category_scores_gemma":[0.001438707,0.0003784546,0.001161802,0.006028617,0.0004948923,0.0004322646,0.00166644,0.0007945732,0.0002623834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154795,"about_ca_system_score_gemma":0.0186423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885243,"about_ca_topic_score_gemma":0.9921395,"domain_scores_codex":[0.999173,0.00007060751,0.00006179464,0.0001276832,0.0002581693,0.0003087317],"domain_scores_gemma":[0.9989415,0.00005013507,0.0001988002,0.00005375497,0.0004443608,0.0003115135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004101385,0.00001606847,0.997983,0.00001282921,0.00005575011,0.0000310294,0.0002146219,0.00003481573,0.00003769666,0.00003132184,0.0002769149,0.001264953],"study_design_scores_gemma":[0.000003246963,0.00001412852,0.9985613,0.00001851929,0.00002837038,0.00002467945,0.0007583685,0.0001646553,0.00001241743,0.00001161574,0.0003971492,0.000005599649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924819,0.0008205954,0.000101455,0.0002323794,0.00001463793,0.00003481025,0.004660689,0.000008353131,0.001645196],"genre_scores_gemma":[0.9962177,0.0004689453,0.000163436,0.00008878203,0.000006238412,0.00002378162,0.002509653,0.000004066507,0.0005173449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154795,"threshold_uncertainty_score":0.08378655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405576559","doi":"10.1007/s44155-024-00140-x","title":"Dietary diversity and nutritional status of children with and without autism spectrum disorder: a comparative cross-sectional study in Bangladesh","year":2024,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact; University of Saskatchewan","funders":"","keywords":"Cross-sectional study; Dietary diversity; Diversity (politics); Autism spectrum disorder; Environmental health; Medicine; Autism; Psychology; Pediatrics; Developmental psychology; Clinical psychology; Biology; Ecology; Sociology; Pathology; Food security; Anthropology","authors":[{"name":"Md Nazrul Islam","is_ca":true},{"name":"Saifur Rahman Chowdhury","is_ca":false},{"name":"Humayun Kabir","is_ca":true},{"name":"Farzana Sultana Bari","is_ca":false},{"name":"Ahmed Hossain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04750786107767638,"gpt":0.3700233636874916,"spread":0.3225155026098152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005772997,0.0003478896,0.0005021665,0.0009451804,0.000697532,0.0005307834,0.000296658,0.0004992271,0.001599742],"category_scores_gemma":[0.001433962,0.0004767381,0.0004310846,0.001395528,0.0003775672,0.0006186957,0.0005716087,0.0003937527,0.0003448741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006356254,"about_ca_system_score_gemma":0.0004044053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02255586,"about_ca_topic_score_gemma":0.02460356,"domain_scores_codex":[0.9994061,0.0001341852,0.0001340135,0.0001398823,0.0001065779,0.00007923599],"domain_scores_gemma":[0.9992706,0.0001315233,0.0002753286,0.00006065577,0.0001114996,0.0001503764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000420855,0.00003650748,0.9985005,0.00001799152,0.00003645279,0.0001048969,0.0004491231,0.00001101522,0.0002418922,0.000009567924,0.00002943415,0.0005205797],"study_design_scores_gemma":[0.000005935266,0.0001361632,0.9979979,0.00001092419,0.0000191246,0.0003187011,0.001291275,0.00002953361,0.0000323881,0.000009491069,0.0001432656,0.000005193514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991867,0.0001463176,0.00003414872,0.00002439698,0.000001508778,0.00001297068,0.0003334999,0.000001008906,0.0002593074],"genre_scores_gemma":[0.9991905,0.0002232918,0.000103024,0.00002975983,0.000002390648,0.0000283876,0.0003191274,0.000001070234,0.0001024461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02255586,"threshold_uncertainty_score":0.04484916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406399496","doi":"10.1007/s44155-025-00148-x","title":"Gender and ethnic diversity and wage gaps in the Canadian chiropractic workforce","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Ethnic group; Workforce; Diversity (politics); Wage; Chiropractic; Demographic economics; Labour economics; Political science; Medicine; Economic growth; Economics; Alternative medicine","authors":[{"name":"Pablo Miah","is_ca":true},{"name":"Neeru Gupta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1666528640608615,"gpt":0.4915652903890791,"spread":0.3249124263282176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872867,0.0003451527,0.0003854669,0.002370565,0.005768423,0.001955427,0.001394779,0.0004524939,0.003926932],"category_scores_gemma":[0.005665729,0.0002399544,0.0004899496,0.003545355,0.001680657,0.0007064675,0.001997411,0.0007448462,0.0002959534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02949098,"about_ca_system_score_gemma":0.05520013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940808,"about_ca_topic_score_gemma":0.9967942,"domain_scores_codex":[0.9979889,0.0001255931,0.00006047586,0.0002170871,0.000697216,0.0009108112],"domain_scores_gemma":[0.9978784,0.0001868889,0.0002788827,0.00007819688,0.0008566387,0.0007211117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000140379,0.00006263128,0.9396442,0.00007600643,0.00004950315,0.0002055394,0.01368573,0.0002513853,0.0002596049,0.003076549,0.005882548,0.03666595],"study_design_scores_gemma":[0.000004993925,0.00001551204,0.9758095,0.0001065525,0.00001475189,0.00006332206,0.0178317,0.0004672098,0.00007779229,0.0004102326,0.005177228,0.00002135872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849676,0.001225748,0.0001841014,0.002263545,0.00005610452,0.00002985372,0.001793525,0.000008274557,0.009471111],"genre_scores_gemma":[0.9970551,0.0005248586,0.0001493283,0.0002086659,0.00001142313,0.0000104055,0.0004633869,0.000006131986,0.001570748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02949098,"threshold_uncertainty_score":0.213973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407636127","doi":"10.1007/s44155-025-00161-0","title":"Factors associated with barriers to patient-physician communication in specialist outpatient healthcare in Ghana","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Trent University","funders":"","keywords":"Health care; Family medicine; Medicine; Nursing; Outpatient clinic; Political science","authors":[{"name":"Anthony Acquah Mensah","is_ca":true},{"name":"Dina Adei","is_ca":false},{"name":"Benedicta Ataa Boaduwaa","is_ca":false},{"name":"Williams Agyemang‐Duah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1785540103196778,"gpt":0.43872778868346,"spread":0.2601737783637822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005217671,0.0001229056,0.0002181339,0.000344704,0.0003037019,0.0004704547,0.0001432752,0.0002592301,0.002540961],"category_scores_gemma":[0.007775848,0.0001211965,0.0001503453,0.000594276,0.0002413934,0.0003193795,0.0003467701,0.0004445905,0.0001012553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803484,"about_ca_system_score_gemma":0.0006282856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005793822,"about_ca_topic_score_gemma":0.006697138,"domain_scores_codex":[0.9992332,0.0003993218,0.00009812106,0.00004093342,0.0001178221,0.0001105801],"domain_scores_gemma":[0.9952538,0.001317381,0.002635767,0.00006362628,0.0001651297,0.0005642925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000525982,0.00007180688,0.9937637,0.00005949054,0.00001672482,0.0004197271,0.002052141,0.00002967609,0.0001685563,0.00003906783,0.0001628867,0.003163593],"study_design_scores_gemma":[0.000006678359,0.00009926249,0.9930872,0.00009232908,0.000008784207,0.0007871098,0.005331648,0.0001251219,0.00003729806,0.00002979483,0.0003900159,0.000004724402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992207,0.0002503204,0.00002948115,0.0001850038,0.00000289254,0.000005685885,0.00002132625,8.310574e-7,0.0002836826],"genre_scores_gemma":[0.9997531,0.0001323717,0.000034539,0.00002341852,0.000002832107,0.000003136843,0.00001346749,5.472768e-7,0.00003662083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005793822,"threshold_uncertainty_score":0.01152015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391103158","doi":"10.1007/s44155-024-00060-w","title":"Home care for COVID-19 positive cases: suitability of the residential setting and ability of cases to adhere to the required preventive measures","year":2024,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministry of Public Health","keywords":"Isolation (microbiology); Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Medicine; Apartment; Referral; Phone; Medical emergency; Health care; Family medicine; Environmental health; Emergency medicine; Disease; Infectious disease (medical specialty)","authors":[{"name":"Dalal Youssef","is_ca":false},{"name":"Abir Abou Naja","is_ca":false},{"name":"Suzan Farhat","is_ca":false},{"name":"Linda Abou‐Abbas","is_ca":false},{"name":"Hamad Hassan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09338705933018053,"gpt":0.4814619504883391,"spread":0.3880748911581586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246973,0.0002242673,0.0001999578,0.0008257248,0.0006845571,0.001118054,0.0004795321,0.0003870801,0.004848885],"category_scores_gemma":[0.006052695,0.0001273535,0.0002604205,0.0005470489,0.0004843645,0.0007716869,0.0008647224,0.0003935988,0.0003712953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005966608,"about_ca_system_score_gemma":0.0005988078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005357947,"about_ca_topic_score_gemma":0.005855863,"domain_scores_codex":[0.9984081,0.0005410752,0.000216339,0.0001265126,0.0002786391,0.0004292453],"domain_scores_gemma":[0.9966696,0.0005344579,0.001743802,0.0000834063,0.0004292721,0.0005395212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003761897,0.00003334528,0.9965115,0.0000237551,0.000006832876,0.00052335,0.0003829113,0.00002552907,0.0001412935,0.00002033091,0.000250772,0.002042717],"study_design_scores_gemma":[0.000002776797,0.0001739937,0.9923108,0.00008399604,0.000006562898,0.001552234,0.004903329,0.0001515288,0.0001974076,0.00003922477,0.0005695146,0.000008662952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964858,0.0002942395,0.00009511407,0.0002765174,0.00001679079,0.00003361441,0.0001927082,0.000005588645,0.00259957],"genre_scores_gemma":[0.9995195,0.00009667876,0.00009717912,0.00003199189,0.00001112741,0.000009252795,0.00008887924,0.000001011724,0.0001443938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005357947,"threshold_uncertainty_score":0.01622117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402970891","doi":"10.1007/s44155-024-00106-z","title":"COVID-19 hand hygiene practices and its barriers among health care workers in a low-resource setting: a cross-sectional study in Nigeria","year":2024,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Hygiene; Cross-sectional study; Coronavirus disease 2019 (COVID-19); Environmental health; Medicine; Health care; 2019-20 coronavirus outbreak; Nursing; Virology; Economic growth; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Ezinne Ekediegwu","is_ca":false},{"name":"Ogochukwu Kelechi Onyeso","is_ca":true},{"name":"Chiamaka A. Nwanne","is_ca":false},{"name":"Ifeoma Blessing Nwosu","is_ca":false},{"name":"Chiedozie James Alumona","is_ca":true},{"name":"Kelechi Mirabel Onyeso","is_ca":false},{"name":"Echezona Nelson Domnic Ekechukwu","is_ca":false},{"name":"Ebere Yvonne Ihegihu","is_ca":false},{"name":"Ifeoma Adaigwe Amaechi","is_ca":false},{"name":"Okwukweka Emmanuela Aruma","is_ca":false},{"name":"Adesola C. Odole","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05479469539832801,"gpt":0.4513222025070248,"spread":0.3965275071086968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064448,0.0002620236,0.0003370103,0.0005914216,0.0009834789,0.0006531252,0.0002677063,0.0005850013,0.001416633],"category_scores_gemma":[0.001448451,0.0005027868,0.0002324934,0.0006298681,0.0004106148,0.0004836888,0.0004204762,0.0005333232,0.0001849589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372788,"about_ca_system_score_gemma":0.0007807829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215711,"about_ca_topic_score_gemma":0.02326342,"domain_scores_codex":[0.9995368,0.0001312383,0.00007558768,0.00006234048,0.00008273515,0.0001114637],"domain_scores_gemma":[0.9988647,0.0003609266,0.0003899863,0.00004602945,0.0001520065,0.0001864349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002885073,0.0002459005,0.9949361,0.00006099079,0.00001216287,0.0001969964,0.002923057,0.000009296841,0.0003174024,0.0000173495,0.00005640468,0.001195472],"study_design_scores_gemma":[0.000008501406,0.000469123,0.9804813,0.0001212587,0.00002273624,0.0004667599,0.01788346,0.00008674387,0.0001300869,0.00002257577,0.0003005338,0.000006978948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996333,0.00008020635,0.00002244658,0.00002154671,0.000002062827,0.0000227346,0.00003907007,3.555925e-7,0.0001782153],"genre_scores_gemma":[0.999422,0.0001720281,0.0001028745,0.00006751304,0.000003571303,0.00003462887,0.00005352178,3.855235e-7,0.0001435942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215711,"threshold_uncertainty_score":0.02417272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407338722","doi":"10.1007/s44155-025-00164-x","title":"Stakeholder analysis of tobacco control policy in Iran: a qualitative study","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Tobacco control; Stakeholder; Qualitative research; Qualitative analysis; Stakeholder analysis; Business; Environmental health; Political science; Medicine; Public relations; Sociology; Public health; Nursing; Social science","authors":[{"name":"Jalal Arabloo","is_ca":false},{"name":"Hamid Ravaghi","is_ca":false},{"name":"Sogand Tourani","is_ca":false},{"name":"Neda Kabiri","is_ca":false},{"name":"Mohammad Hajizadeh","is_ca":true},{"name":"Rahim Khodayari‐Zarnaq","is_ca":false},{"name":"Azita Pishgoo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1169071609729484,"gpt":0.4595738779688234,"spread":0.342666716995875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0122452,0.000431947,0.0006940901,0.00190461,0.007409696,0.002214111,0.001313108,0.001420992,0.002774875],"category_scores_gemma":[0.01081769,0.0004506649,0.0004470022,0.002668897,0.003632844,0.003004069,0.002921829,0.001725382,0.0002515127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006599781,"about_ca_system_score_gemma":0.007139939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839531,"about_ca_topic_score_gemma":0.01131083,"domain_scores_codex":[0.9908109,0.006375552,0.000284918,0.0003799854,0.0009703285,0.001178428],"domain_scores_gemma":[0.9907098,0.006651167,0.0006454476,0.0001796707,0.001063938,0.0007499469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000373494,0.0001079253,0.004421334,0.0002541344,0.00000544351,0.001544075,0.9791206,0.0001069558,0.001422666,0.00257029,0.0009125392,0.009496688],"study_design_scores_gemma":[0.000003445114,0.00003677285,0.00191734,0.0001358283,0.000003292239,0.0002698627,0.9868152,0.0002110357,0.000379531,0.000455331,0.009759314,0.00001295263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815108,0.0007841889,0.004468813,0.003746765,0.00007480582,0.0005756387,0.0001996108,0.00001971351,0.008619697],"genre_scores_gemma":[0.9929671,0.0009179485,0.002297062,0.000832134,0.00002151197,0.0005009327,0.0001069214,0.00001747933,0.002338897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122452,"threshold_uncertainty_score":0.06475961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}