{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":17,"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":"c12b0503e800","filters":{"venue":"Mental Health & Prevention"}},"results":[{"id":"W2944743017","doi":"10.1016/j.mph.2019.200159","title":"University students’ perspectives on mental illness stigma","year":2019,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Thematic analysis; Photovoice; Participatory action research; Psychology; Competence (human resources); Qualitative research; Medical education; Nursing; Medicine; Psychiatry; Social psychology; Sociology","authors":[{"name":"Mineko Wada","is_ca":true},{"name":"Melinda Suto","is_ca":true},{"name":"Michael Lee","is_ca":true},{"name":"Danielle Sanders","is_ca":true},{"name":"Crystal Sun","is_ca":true},{"name":"Thi Nga Le","is_ca":true},{"name":"Julia Goldman‐Hasbun","is_ca":true},{"name":"Stephanie Chauhan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02505638792568031,"gpt":0.3957720371125131,"spread":0.3707156491868328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003987522,0.0002226388,0.0002663784,0.0001598703,0.0006383876,0.00002758006,0.0002830511,0.00008548688,0.004628283],"category_scores_gemma":[0.00000112493,0.000224778,0.0001181566,0.0002093551,0.00004583274,0.0002268308,0.00009896636,0.0001924449,0.00238819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199967,"about_ca_system_score_gemma":0.00004070436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007207499,"about_ca_topic_score_gemma":0.0001130098,"domain_scores_codex":[0.9978011,0.0003807842,0.0002912924,0.000589393,0.0004350462,0.0005023353],"domain_scores_gemma":[0.9992017,0.00002860437,0.0002194615,0.000321944,0.00001863269,0.0002097179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004875869,0.01505922,0.5747746,0.0004898093,0.0004441587,0.00003913512,0.05966534,0.000002880025,0.0001450857,0.02560502,0.01853076,0.3003682],"study_design_scores_gemma":[0.0118504,0.004212616,0.841607,0.0005818723,0.00002913293,0.00002266874,0.1082422,0.00001762744,0.0001617078,0.0002130934,0.0324663,0.0005953922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837093,0.0006666933,0.00002118839,0.001063963,0.002303865,0.002322751,0.00005859569,0.0001026967,0.009750888],"genre_scores_gemma":[0.9552342,0.0002388912,0.00006670554,0.0003042722,0.00007822942,0.00002221744,0.0002460901,0.00002361893,0.04378573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2997728,"threshold_uncertainty_score":0.9983886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793792435","doi":"10.1016/j.mhp.2018.01.002","title":"Psychiatric service dogs as a tertiary prevention modality for veterans living with post-traumatic stress disorder","year":2018,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal","funders":"","keywords":"Thematic analysis; Usability; Psychology; Service (business); Mental health; Medicine; Qualitative research; Psychiatry","authors":[{"name":"Geneviève Lessard","is_ca":true},{"name":"Claude Vincent","is_ca":true},{"name":"Dany H. Gagnon","is_ca":true},{"name":"Geneviève Belleville","is_ca":true},{"name":"Édouard Auger","is_ca":true},{"name":"Vicky Lavoie","is_ca":true},{"name":"Markus Besemann","is_ca":false},{"name":"Noël Champagne","is_ca":false},{"name":"Frédéric Dumont","is_ca":true},{"name":"Elisabeth Béland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01857320837743934,"gpt":0.3839666735483157,"spread":0.3653934651708763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298301,0.0001815253,0.000167602,0.0000571561,0.000413372,0.00003358601,0.000110905,0.00007141996,0.00007597891],"category_scores_gemma":[0.0000152317,0.0001666307,0.0001044726,0.00009989877,0.00003922117,0.00002773727,0.00007007529,0.0000739375,0.000027883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006908755,"about_ca_system_score_gemma":0.00009305231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142372,"about_ca_topic_score_gemma":0.02251608,"domain_scores_codex":[0.9986182,0.0001624797,0.0003698731,0.0003992459,0.0001585232,0.0002916173],"domain_scores_gemma":[0.9992718,0.00001379649,0.0002423196,0.0002253572,0.0001675987,0.00007920077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00982736,0.02032273,0.4836248,0.01319178,0.003071528,0.000002554905,0.04454014,0.0001028331,0.2102928,0.000663837,0.01385079,0.2005088],"study_design_scores_gemma":[0.005456256,0.03036843,0.9264257,0.002397426,0.0002369001,0.0001035207,0.01141893,0.0008143925,0.01027184,0.0006699697,0.01059733,0.001239304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891894,0.0004990168,0.007128811,0.001411914,0.0002939768,0.001240558,0.00004640811,0.00003022131,0.0001596321],"genre_scores_gemma":[0.9953891,0.00007334039,0.001732457,0.0009061801,0.0002465461,0.0002367885,0.0003672307,0.00002967341,0.001018667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428008,"threshold_uncertainty_score":0.9953204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353094243","doi":"10.1016/j.mhp.2023.200271","title":"The effectiveness of the FRIENDS programs for children and adolescents: A meta-analytic review","year":2023,"lang":"en","type":"review","venue":"Mental Health & Prevention","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Moderation; Anxiety; Psychology; Clinical psychology; Meta-analysis; Mental health; Psychological resilience; Intervention (counseling); Depression (economics); Inclusion (mineral); Randomized controlled trial; Clinical trial; Medicine; Psychiatry; Psychotherapist; Social psychology","authors":[{"name":"Brian Fisak","is_ca":false},{"name":"Kelly Griffin","is_ca":false},{"name":"Christopher B. Nelson","is_ca":true},{"name":"Julia Gallegos-Guajardo","is_ca":false},{"name":"Sara Davila","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1004936553874781,"gpt":0.4310112641798878,"spread":0.3305176087924097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003324656,0.0003250953,0.001461122,0.00004772357,0.0004816529,0.00002406051,0.0003159794,0.000112566,0.00001889883],"category_scores_gemma":[0.00002342491,0.0001624753,0.00142661,0.0004025634,0.00009574267,0.00002932017,0.0001090936,0.0002447854,0.00002216676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440948,"about_ca_system_score_gemma":0.0001821025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005312327,"about_ca_topic_score_gemma":0.00004548971,"domain_scores_codex":[0.996324,0.001571007,0.0009786334,0.0004715875,0.0002993541,0.0003554167],"domain_scores_gemma":[0.9985721,0.0001570001,0.0008003879,0.0003450405,0.000041463,0.00008397319],"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":[0.00003466752,0.0003246535,0.0001167429,0.09509486,0.002770934,7.804447e-8,0.00003780665,6.019805e-9,9.378121e-9,0.001286393,0.004583576,0.8957503],"study_design_scores_gemma":[0.0006885669,0.0002107889,0.03407001,0.2554922,0.006178564,0.00002267649,0.00001634362,1.079106e-7,7.289403e-8,0.001509285,0.701533,0.0002784287],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000124991,0.9887848,0.00001633936,0.0005543605,0.001195271,0.009233625,0.0001287338,0.00002642955,0.00004790432],"genre_scores_gemma":[0.0001211037,0.9961017,0.0000104037,0.0001575843,0.0001086694,0.001145223,0.0006242736,0.0000392065,0.001691803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8954719,"threshold_uncertainty_score":0.6625549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404554635","doi":"10.1016/j.mhp.2024.200377","title":"Teaching mental health in the classroom: A mixed-methods implementation evaluation of a mental health literacy program in elementary schools","year":2024,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Alberta Children's Hospital Research Institute","keywords":"Mental health; Mental health literacy; Mathematics education; Psychology; Literacy; Medical education; Pedagogy; Medicine; Psychiatry; Mental illness","authors":[{"name":"Daniel Sadler","is_ca":true},{"name":"Deirdre McCaughey","is_ca":true},{"name":"Amy Metcalfe","is_ca":true},{"name":"Paul E. Ronksley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08886180463778168,"gpt":0.6183057577137916,"spread":0.5294439530760099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03853288,0.0004130517,0.0006953012,0.0009711679,0.001654026,0.00007701127,0.0003309681,0.0001697337,0.0002988671],"category_scores_gemma":[0.00007145621,0.0003723209,0.0001768853,0.001220639,0.00004994206,0.0009915687,0.0001008922,0.001910079,0.00004630903],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01015521,"about_ca_system_score_gemma":0.006040613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02213429,"about_ca_topic_score_gemma":0.01702397,"domain_scores_codex":[0.9733053,0.0191793,0.003539213,0.0009245175,0.00139641,0.00165522],"domain_scores_gemma":[0.9974696,0.0002910927,0.00124147,0.0004892646,0.0001115075,0.0003970339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000194672,0.001299832,0.01743445,0.002021813,0.00002257595,2.615496e-7,0.05296469,0.000002030089,0.00005881606,0.0003532914,0.04458339,0.8810642],"study_design_scores_gemma":[0.01323356,0.007140716,0.6001025,0.02201084,0.00006011007,0.00003991097,0.2116101,0.01285887,0.00005162157,0.008284645,0.1237612,0.0008458557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540318,0.0151573,0.0006989672,0.1965853,0.006404832,0.02635993,0.0003340899,0.0002314787,0.0001962959],"genre_scores_gemma":[0.9423461,0.001903396,0.03201336,0.008945921,0.0005713773,0.004348435,0.009536082,0.0001007736,0.0002345471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8802183,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410556003","doi":"10.1016/j.mhp.2025.200430","title":"The relationship between emotion regulation and mental health in adolescents: Self-compassion as a moderator","year":2025,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Paul Ramsay Foundation; Movember Foundation","keywords":"Moderation; Psychology; Compassion; Self-compassion; Mental health; Emotional regulation; Developmental psychology; Clinical psychology; Social psychology; Psychotherapist; Mindfulness; Political science","authors":[{"name":"An Nguyen","is_ca":false},{"name":"Lucinda Grummitt","is_ca":false},{"name":"Emma Barrett","is_ca":false},{"name":"Sasha Bailey","is_ca":false},{"name":"Lauren A. Gardner","is_ca":false},{"name":"Katrina E. Champion","is_ca":false},{"name":"Jillian Halladay","is_ca":true},{"name":"Frances A. Maratos","is_ca":false},{"name":"Emily Hunter","is_ca":false},{"name":"Kirsty Rowlinson","is_ca":false},{"name":"Cath Chapman","is_ca":false},{"name":"Nicola C. Newton","is_ca":false},{"name":"Louise Birrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03700541035254189,"gpt":0.3972301548626509,"spread":0.360224744510109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168788,0.0001666137,0.0002419175,0.0002388234,0.001298586,0.00006750332,0.0001189689,0.0001040121,0.0001736724],"category_scores_gemma":[0.00001794149,0.0001454762,0.00009449285,0.0003588964,0.00004094461,0.0001793176,0.00007222393,0.0002913669,0.00005143707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513674,"about_ca_system_score_gemma":0.0001495966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005850856,"about_ca_topic_score_gemma":0.0006939113,"domain_scores_codex":[0.9972256,0.0009568985,0.0008517451,0.0003928001,0.0002075799,0.0003653472],"domain_scores_gemma":[0.9991473,0.00006968408,0.0003570628,0.0002697246,0.00002641377,0.0001298275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003055654,0.001168036,0.604272,0.0003214758,0.00004666381,2.999026e-7,0.002185775,0.000003208319,0.000004816102,0.1592852,0.03650763,0.1958994],"study_design_scores_gemma":[0.001665675,0.0002710907,0.9549415,0.001817497,0.000005973442,0.000004416075,0.001080502,0.0003003871,0.000009928624,0.03386761,0.005932784,0.0001026592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142341,0.002736436,0.03372348,0.04283173,0.002275054,0.003054462,0.00004578761,0.0001693433,0.0009295808],"genre_scores_gemma":[0.9956498,0.00002925984,0.00009091926,0.0003505572,0.0000551281,0.0005025202,0.0001891427,0.00001397208,0.00311872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506695,"threshold_uncertainty_score":0.9987808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396562596","doi":"10.1016/j.mhp.2024.200341","title":"The effects of the expanded child tax credit on mental health of home renters and homeowners","year":2024,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Renting; Quarter (Canadian coin); Payment; Cash; Business; Environmental health; Medicine; Actuarial science; Finance; Psychiatry; Geography","authors":[{"name":"Abdinasir K. Ali","is_ca":false},{"name":"George L. Wehby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01092144364338637,"gpt":0.344270626751624,"spread":0.3333491831082376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001456697,0.0001040612,0.0002186572,0.0000516516,0.001268813,0.00003902184,0.0001628316,0.00004585428,0.00001664332],"category_scores_gemma":[0.00004287996,0.00006432541,0.0001178358,0.0002085092,0.0002430314,0.0001075254,0.00005764062,0.0001611332,0.000002094129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266796,"about_ca_system_score_gemma":0.000371074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005760603,"about_ca_topic_score_gemma":0.005891032,"domain_scores_codex":[0.9979016,0.0005918517,0.000428273,0.0001906025,0.0004812379,0.000406476],"domain_scores_gemma":[0.9992508,0.0002004739,0.0002235643,0.0001490446,0.0000120628,0.0001640729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005077308,0.0009478376,0.05929271,0.01763683,0.0002358725,0.000001689486,0.1107915,0.000002288603,0.00007582024,0.08000647,0.1711823,0.559319],"study_design_scores_gemma":[0.003248859,0.003495602,0.6557071,0.01687397,0.00003292297,0.000009504131,0.03138034,0.00009491064,0.0005990659,0.004397047,0.283708,0.0004526877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257203,0.01948196,0.00001457819,0.1435145,0.007406584,0.002824882,0.00008437151,0.00005642919,0.0008964768],"genre_scores_gemma":[0.9863572,0.01049545,0.00001815168,0.001436857,0.0001166627,0.00003181919,0.00001478465,0.00001070573,0.0015184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5964144,"threshold_uncertainty_score":0.975881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404386088","doi":"10.1016/j.mhp.2024.200379","title":"Suicidal ideation among Canadian adults during the third year of the COVID-19 pandemic compared to pre- and early pandemic periods","year":2024,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; Public Health Agency of Canada","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Suicidal ideation; Medicine; Demography; Suicide prevention; Medical emergency; Poison control; Virology; Outbreak; Sociology; Internal medicine; Infectious disease (medical specialty); Disease","authors":[{"name":"Li Liu","is_ca":true},{"name":"Gisèle Contreras","is_ca":true},{"name":"Nathaniel J. Pollock","is_ca":true},{"name":"Wendy Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04842238818744717,"gpt":0.4095932444121578,"spread":0.3611708562247106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009122745,0.0001445391,0.0001890113,0.0001400515,0.0005122875,0.00003601436,0.0001740091,0.00008862672,0.0001229145],"category_scores_gemma":[0.00001915962,0.0001055701,0.00008186088,0.0002835651,0.00009123934,0.00009712129,0.00006844914,0.0002634418,0.00002527309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185536,"about_ca_system_score_gemma":0.0008621334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7112653,"about_ca_topic_score_gemma":0.7777457,"domain_scores_codex":[0.9982028,0.0003363552,0.0004513433,0.0003595483,0.0002310931,0.0004188664],"domain_scores_gemma":[0.9990724,0.00007548496,0.000125004,0.000276656,0.00001568335,0.0004347544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002178882,0.0000380667,0.9751111,0.0005550723,0.00002152583,0.00000109687,0.01829556,0.000006823368,0.0001309357,0.0002332401,0.0007295688,0.004659145],"study_design_scores_gemma":[0.0007254466,0.0002215201,0.9919293,0.0002791739,0.00001233636,0.00002843996,0.001588526,0.00006001113,0.00001322766,0.0001073613,0.004940831,0.00009386283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928564,0.001255436,0.00004428217,0.002426363,0.001031444,0.002035149,0.00008790087,0.00007384644,0.0001891329],"genre_scores_gemma":[0.9958384,0.00009353091,0.00001360644,0.001306683,0.00008803741,0.0001293871,0.00003236556,0.00001996637,0.002478022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0664805,"threshold_uncertainty_score":0.4851702,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4220873756","doi":"10.1016/j.mhp.2022.200235","title":"Pause, re-think, go virtual … pandemic adaptations from 20 diverse mental health promotion intervention projects across Canada","year":2022,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Community Health and Development","field":"Health Professions","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 Waterloo","funders":"","keywords":"Public relations; Mental health; Promotion (chess); Equity (law); Pandemic; Government (linguistics); Storytelling; Experiential learning; Political science; Psychology; Politics; Coronavirus disease 2019 (COVID-19); Medicine; Pedagogy","authors":[{"name":"Barbara Riley","is_ca":true},{"name":"Renata Valaitis","is_ca":true},{"name":"Aneta Abramowicz","is_ca":true},{"name":"Eric d’Avernas","is_ca":true},{"name":"Mari Alice Jolin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1260459936707818,"gpt":0.4479468634518362,"spread":0.3219008697810544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003689867,0.0003707929,0.0005700818,0.0001357953,0.01043567,0.00002652916,0.0004130022,0.0001296452,0.002414816],"category_scores_gemma":[0.00006332726,0.0004181602,0.0001499143,0.0005562587,0.00005044061,0.0003962142,0.0009179597,0.001742414,0.00009600358],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0131622,"about_ca_system_score_gemma":0.006913655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7750475,"about_ca_topic_score_gemma":0.9751747,"domain_scores_codex":[0.990261,0.004526803,0.001929078,0.0006833188,0.001187159,0.001412602],"domain_scores_gemma":[0.9970632,0.0001882775,0.001419594,0.0005440185,0.0001107764,0.0006741606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001458595,0.004047695,0.1886512,0.001409285,0.0001760123,0.000008743078,0.1437329,0.00006981967,0.00008785643,0.0003677543,0.3415394,0.3184508],"study_design_scores_gemma":[0.01284367,0.006031703,0.3603677,0.002688249,0.00003011002,0.00002403616,0.3634835,0.001182428,0.00001512963,0.001002967,0.2512809,0.001049638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602256,0.001012792,0.0004334019,0.02137812,0.00573799,0.007957891,0.002735906,0.0002966288,0.0002216585],"genre_scores_gemma":[0.967478,0.000548067,0.0007500841,0.006272582,0.0002034508,0.001435586,0.01636197,0.00006242339,0.006887853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3174012,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385541221","doi":"10.1016/j.mhp.2023.200292","title":"Undergraduate student reflections of the Out of Darkness storytelling project on bipolar disorder stigma: A qualitative study","year":2023,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Empathy and Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Canadian Association for Theatre Research; York University; McMaster University","funders":"Canadian Institutes of Health Research; Sunnybrook Foundation; McMaster University","keywords":"Thematic analysis; Storytelling; Stigma (botany); Psychology; Psychological intervention; Mental illness; Digital storytelling; Compassion; Empathy; Focus group; Mental health; Qualitative research; Medical education; Psychotherapist; Social psychology; Psychiatry; Medicine; Pedagogy; Sociology; Narrative","authors":[{"name":"Hallie Rodney","is_ca":true},{"name":"Shira B. Taylor","is_ca":true},{"name":"Ari Zaretsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0999865787912941,"gpt":0.519637216248237,"spread":0.4196506374569429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427292,0.00009643781,0.0002433108,0.000154855,0.0002128515,0.00000265918,0.0000708746,0.00003486231,0.000009862766],"category_scores_gemma":[0.00008827241,0.00006871732,0.00009646399,0.0005457339,0.00006721168,0.00004352925,0.00003563729,0.0001929667,0.00000752535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296755,"about_ca_system_score_gemma":0.0004273209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006054612,"about_ca_topic_score_gemma":0.0009588661,"domain_scores_codex":[0.997941,0.0006704559,0.0004770093,0.0001969359,0.0005441483,0.0001704219],"domain_scores_gemma":[0.9992713,0.00008316206,0.0002954145,0.0002184539,0.00006595434,0.00006575599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003230985,0.008665793,0.01565404,0.000851235,0.0001474556,6.451955e-7,0.9503952,0.00001926045,0.0004751984,0.0002515659,0.0009854665,0.02223106],"study_design_scores_gemma":[0.002501136,0.00492728,0.2244571,0.001453953,0.0001086674,0.000001763447,0.7635213,0.00004130986,0.0007704949,0.000568803,0.001546873,0.0001013291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993309,0.0003374964,0.0001788042,0.002674289,0.0009278263,0.002443603,0.00001309497,0.00003432899,0.00008156616],"genre_scores_gemma":[0.9975657,0.0002375685,0.00006256441,0.00008542624,0.00004677903,0.0001221269,0.00006546122,0.00001305134,0.001801307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208803,"threshold_uncertainty_score":0.2802211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084022478","doi":"10.1016/j.mhp.2020.200191","title":"Predictors of intimate partner violence in patients attending general health services at rural health facilities in Makueni county, Kenya","year":2020,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Domestic violence; Mental health; Psychiatry; Medicine; Context (archaeology); Depression (economics); Public health; Clinical psychology; Poison control; Psychology; Suicide prevention; Environmental health","authors":[{"name":"Victoria Mutiso","is_ca":false},{"name":"Christine Musyimi","is_ca":false},{"name":"Tahilia J. Rebello","is_ca":false},{"name":"Isaiah Gitonga","is_ca":false},{"name":"Albert Tele","is_ca":false},{"name":"Kathleen M. Pike","is_ca":false},{"name":"David M. Ndetei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02308508016267281,"gpt":0.3420696419911432,"spread":0.3189845618284704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001590881,0.0002135308,0.0005194928,0.0001458574,0.0004952393,0.00003083902,0.0002782836,0.00008220402,0.000093537],"category_scores_gemma":[0.000009745614,0.0002273337,0.00008470361,0.000409327,0.0001562021,0.0004479666,0.0001556249,0.0002068597,0.00002470528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634404,"about_ca_system_score_gemma":0.0004674672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04024617,"about_ca_topic_score_gemma":0.00948607,"domain_scores_codex":[0.9960384,0.0008292139,0.00112573,0.0004018001,0.0007090949,0.0008957438],"domain_scores_gemma":[0.998875,0.00002392277,0.0005694285,0.0001422407,0.00004747718,0.0003418872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001316619,0.0002513211,0.9560319,0.001260086,0.000006990997,4.213854e-7,0.03441735,0.00006469066,0.00001240247,0.0008565671,0.0004361989,0.006530423],"study_design_scores_gemma":[0.001349641,0.0007681898,0.9841843,0.002035279,0.000001855441,3.197174e-7,0.008730697,0.0008150485,0.0000329232,0.0002754341,0.001590482,0.0002158404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950166,0.0008209891,0.00002587853,0.001430265,0.0005278344,0.001465676,0.000235856,0.00006001366,0.0004168728],"genre_scores_gemma":[0.9951965,0.002222491,0.0001830304,0.00179266,0.00007491886,0.00004724244,0.0003101453,0.00001600837,0.0001570393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307601,"threshold_uncertainty_score":0.9661449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409716912","doi":"10.1016/j.mhp.2025.200418","title":"Is working from home good for mental health and well-being? Associations between work location, self-rated mental health, life satisfaction, and life and work stress among Canadian adults","year":2025,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto; Public Health Agency of Canada; Statistics Canada; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research; Government of Canada; CHEO Research Institute","keywords":"Mental health; Life satisfaction; Work stress; Psychology; Work (physics); Gerontology; Medicine; Clinical psychology; Psychiatry; Social psychology; Engineering","authors":[{"name":"Jean‐Philippe Chaput","is_ca":true},{"name":"Mark S. Tremblay","is_ca":true},{"name":"Gary S. Goldfield","is_ca":true},{"name":"Stéphanie A. Prince","is_ca":true},{"name":"Aviroop Biswas","is_ca":true},{"name":"Rachel C. Colley","is_ca":true},{"name":"Justin J. Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01487186101352687,"gpt":0.3366582935000441,"spread":0.3217864324865172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002282789,0.0005111499,0.0009877151,0.000496648,0.007969084,0.0001158104,0.000141289,0.0004538349,0.00006779245],"category_scores_gemma":[0.0001058872,0.0005883597,0.00008596558,0.001062825,0.00009862598,0.0004148843,0.0001491634,0.0009272156,0.00001667035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381747,"about_ca_system_score_gemma":0.004806111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1935088,"about_ca_topic_score_gemma":0.2860363,"domain_scores_codex":[0.9932735,0.001430257,0.002072663,0.001055286,0.0004468895,0.001721423],"domain_scores_gemma":[0.9949654,0.0005276141,0.001344351,0.0003400901,0.0001516556,0.002670937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002109383,0.0001061704,0.9261616,0.001187028,0.0001566776,1.620382e-7,0.02260827,0.000001334433,1.577861e-7,0.0001981011,0.03291127,0.01645823],"study_design_scores_gemma":[0.004312495,0.0003435116,0.9714705,0.006863283,0.00003758982,4.515439e-7,0.006952766,0.0001351844,0.000001597098,0.0006827339,0.00881701,0.0003829149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891403,0.009759848,0.000279246,0.08926988,0.002040232,0.008395329,0.000742981,0.0002384902,0.00013368],"genre_scores_gemma":[0.9710422,0.004908232,0.001389336,0.01651555,0.0004697555,0.0004501034,0.00444275,0.00007958543,0.0007025294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09252745,"threshold_uncertainty_score":0.9996568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414478252","doi":"10.1016/j.mhp.2025.200459","title":"Evaluating the Before Operational Stress on-demand asynchronous online training for public safety and healthcare personnel","year":2025,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Institute for Public Safety Research and Treatment; University of Regina","funders":"Public Health Agency of Canada","keywords":"Training (meteorology); Public healthcare; Asynchronous communication; Health care; Patient safety; Public health","authors":[{"name":"Gabriela Ioachim","is_ca":true},{"name":"Nicole Bolt","is_ca":true},{"name":"Kathy Bélanger","is_ca":true},{"name":"Andrii Shulhin","is_ca":true},{"name":"Jilani Dabhoya","is_ca":true},{"name":"Juliana M. B. Khoury","is_ca":true},{"name":"Taylor A. Teckchandani","is_ca":true},{"name":"Robyn E. Shields","is_ca":true},{"name":"Kirby Q. Maguire","is_ca":true},{"name":"R. Nicholas Carleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2316630360083149,"gpt":0.5555477862187982,"spread":0.3238847502104832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004735902,0.0001950414,0.0003377813,0.0001681066,0.007074873,0.00002961136,0.0001777164,0.0001585299,0.0001248713],"category_scores_gemma":[0.0004025804,0.0001495517,0.00008527774,0.0002787353,0.00008286269,0.0001771817,0.0001068768,0.0007182042,0.00001209192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024726,"about_ca_system_score_gemma":0.00377107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005560206,"about_ca_topic_score_gemma":0.005910174,"domain_scores_codex":[0.9955857,0.001535713,0.0009865006,0.0004703872,0.0005372319,0.0008844825],"domain_scores_gemma":[0.9977831,0.001093331,0.0002889505,0.0002483468,0.000286502,0.0002997639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002731756,0.0005962818,0.06358682,0.005941174,0.0000792787,3.765254e-7,0.01752478,0.00008080585,0.00001030712,0.05858892,0.001813149,0.8490463],"study_design_scores_gemma":[0.009937963,0.007130418,0.8542851,0.004966157,0.00002760567,0.000006050208,0.03470501,0.05934826,0.000003294028,0.006393518,0.02282303,0.0003736633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5600219,0.003645522,0.006119522,0.4090061,0.002030946,0.01614693,0.002054846,0.0001291378,0.000845076],"genre_scores_gemma":[0.9759828,0.0005682972,0.002748585,0.01269614,0.0006025271,0.001282635,0.003427596,0.00003040737,0.002661001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8486727,"threshold_uncertainty_score":0.9942178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411250944","doi":"10.1016/j.mhp.2025.200433","title":"Co-designing and evaluating the acceptability of a mental health literacy training program for graduate teaching assistants on a university campus","year":2025,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Mental health; Medical education; Training (meteorology); Graduate students; Psychology; Literacy; Medicine; Pedagogy; Psychiatry","authors":[{"name":"Emma Bruce","is_ca":true},{"name":"Jillian Halladay","is_ca":true},{"name":"Sadanee Pathiranawasam","is_ca":true},{"name":"Catharine Munn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3148531893457241,"gpt":0.5548060072262566,"spread":0.2399528178805325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008293215,0.0002339539,0.0004731792,0.0001667884,0.004684076,0.00001746827,0.0001729277,0.00008847316,0.00005364652],"category_scores_gemma":[0.00006168044,0.0001980743,0.000122433,0.0002238761,0.0000892906,0.0002004269,0.00008806911,0.0006308476,0.000003044004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634861,"about_ca_system_score_gemma":0.001260391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305262,"about_ca_topic_score_gemma":0.0004918373,"domain_scores_codex":[0.9937807,0.003287367,0.001163689,0.0004989199,0.0004507432,0.0008185217],"domain_scores_gemma":[0.9977186,0.0006295769,0.001041719,0.0002762177,0.0000816579,0.0002522102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001193501,0.0006873391,0.02204383,0.004546279,0.00003929319,1.177161e-7,0.03303363,0.000001800021,0.00004833898,0.001020369,0.00117966,0.9362059],"study_design_scores_gemma":[0.02802287,0.03731131,0.6495219,0.02730739,0.0001392457,0.000005016203,0.1947003,0.01701056,0.0002586681,0.005804319,0.03885251,0.00106591],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748153,0.0004779856,0.002250161,0.005010261,0.001053563,0.01475908,0.0002872781,0.0001087795,0.001237557],"genre_scores_gemma":[0.9846144,0.0001343563,0.01082583,0.002277491,0.00005367906,0.0003314807,0.0007049881,0.00001962829,0.001038153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.93514,"threshold_uncertainty_score":0.9966117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406980981","doi":"10.1016/j.mhp.2025.200406","title":"Population-level mental health literacy: A vignette-based study on prejudice, sexism, and recognition in prevention strategies for social anxiety in Ghana","year":2025,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Vignette; Prejudice (legal term); Mental health literacy; Mental health; Anxiety; Psychology; Literacy; Population; Clinical psychology; Developmental psychology; Psychiatry; Social psychology; Medicine; Mental illness; Environmental health; Pedagogy","authors":[{"name":"Peter Adu","is_ca":false},{"name":"Dmitry Grigoryev","is_ca":false},{"name":"H. Rita","is_ca":false},{"name":"James Mbinta","is_ca":false},{"name":"G. Eric Jarvis","is_ca":true},{"name":"Tomas Jurcik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06043061712189222,"gpt":0.4104605497319796,"spread":0.3500299326100874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009452438,0.0002151082,0.0003366466,0.0003472853,0.0004286561,0.00005799695,0.00006981749,0.00009909169,0.00004877964],"category_scores_gemma":[0.000003811208,0.0002380132,0.00009187614,0.0003630158,0.00001917623,0.0002165027,0.00002334571,0.0001965172,0.000006552987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006622324,"about_ca_system_score_gemma":0.0002652751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193606,"about_ca_topic_score_gemma":0.004677475,"domain_scores_codex":[0.9975442,0.0005025999,0.0007887104,0.0005412349,0.0002253888,0.0003978468],"domain_scores_gemma":[0.9995151,0.00002850618,0.0002662327,0.00009157942,0.00002692579,0.00007163902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002314751,0.01180617,0.2513357,0.0008543964,0.00008576426,9.674592e-7,0.02283977,0.000004406704,0.00002026775,0.002356417,0.005921647,0.7024598],"study_design_scores_gemma":[0.006325922,0.0009551829,0.9771791,0.001350033,0.000006239626,6.553106e-7,0.00483161,0.00005824001,0.000003301912,0.008656824,0.000450921,0.0001820251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837672,0.0003370475,0.0006732023,0.009325511,0.0009892778,0.004435159,0.0001586228,0.0000435229,0.0002704586],"genre_scores_gemma":[0.9942197,0.00003760327,0.0004872899,0.001939923,0.0001003073,0.0003676633,0.002118615,0.00001602017,0.0007128674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7258434,"threshold_uncertainty_score":0.9705896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385455414","doi":"10.1016/j.mhp.2023.200295","title":"A latent profile analysis of at-risk students in a multilevel prevention program: Who chooses to participate and the impact on outcomes","year":2023,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Rossy Foundation","keywords":"Intervention (counseling); Psychology; Multilevel model; Clinical psychology; Latent growth modeling; Distress; Medicine; Demography; Developmental psychology; Psychiatry; Statistics","authors":[{"name":"Diane Marcotte","is_ca":true},{"name":"Claire J. Starrs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05577451754923032,"gpt":0.4582171834667867,"spread":0.4024426659175564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154329,0.0001629156,0.0004247437,0.0003251714,0.0001918044,0.00002075501,0.0001114654,0.00004737591,0.0001716317],"category_scores_gemma":[0.00001483363,0.0001051856,0.0002473989,0.0008013353,0.00003969637,0.00004275095,0.00009408667,0.0001107486,0.00007790483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910755,"about_ca_system_score_gemma":0.00002894913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230941,"about_ca_topic_score_gemma":0.0009593496,"domain_scores_codex":[0.9979626,0.0004232705,0.0005706319,0.0003352827,0.0003548066,0.0003534258],"domain_scores_gemma":[0.9993888,0.00005329057,0.0002577638,0.0001579853,0.00002061037,0.0001215307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001020816,0.001866215,0.9011071,0.00004639117,0.0006054327,6.778467e-7,0.006859056,0.00008024579,0.000003994458,0.0001295038,0.001208748,0.08707187],"study_design_scores_gemma":[0.003016802,0.0004628213,0.9949787,0.0002931857,0.00007385037,3.421333e-7,0.0002610945,0.0003934531,0.00000676774,0.0003161043,0.0001012129,0.0000956506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953607,0.0001087275,0.00001446503,0.001620736,0.0002475966,0.002443446,0.00008830499,0.00004321164,0.00007286799],"genre_scores_gemma":[0.9948452,0.0001939067,0.00004245555,0.0001949616,0.00002015038,0.0004262533,0.0002426806,0.00001086537,0.004023508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09387167,"threshold_uncertainty_score":0.4289346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404800791","doi":"10.1016/j.mhp.2024.200382","title":"Exploring children's services workers’ perceptions of COVID-19: Trauma, connection and creativity","year":2024,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Creativity; Connection (principal bundle); Perception; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Social psychology; Engineering; Internal medicine; Outbreak; Neuroscience","authors":[{"name":"Heather Boynton","is_ca":true},{"name":"Patricia Samson","is_ca":true},{"name":"Jo‐Ann Vis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1733482731932504,"gpt":0.4612106061052478,"spread":0.2878623329119975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006334253,0.0001183959,0.0001831362,0.0002104412,0.000241672,0.00003834522,0.00008096881,0.00005166892,0.001377815],"category_scores_gemma":[0.000009973836,0.0001215961,0.00006935571,0.0002588046,0.00007808303,0.0002976987,0.00004305496,0.0001695956,0.00005575669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123496,"about_ca_system_score_gemma":0.00008173972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008142653,"about_ca_topic_score_gemma":0.001541993,"domain_scores_codex":[0.9984412,0.0003927856,0.0003289223,0.0003426982,0.0002204705,0.0002739294],"domain_scores_gemma":[0.9994234,0.00009511237,0.0000816601,0.0001781719,0.00001315302,0.0002085121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002475856,0.001142722,0.4068669,0.002868934,0.0002906315,0.00000363252,0.0555996,0.00001030388,0.0001931077,0.004387842,0.001071854,0.5273169],"study_design_scores_gemma":[0.0007690177,0.0004553766,0.9810456,0.000612537,0.00001622503,0.00004413441,0.01503079,0.000144272,0.00004466423,0.001216456,0.0005038155,0.0001171155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913043,0.003427376,0.001131952,0.001726849,0.0003900338,0.0008744451,0.00006631844,0.0001197248,0.0009590265],"genre_scores_gemma":[0.9983743,0.0004991233,0.0001460386,0.00007295454,0.00004796743,0.0002314938,0.0001695138,0.00001873905,0.0004398109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5741786,"threshold_uncertainty_score":0.9995351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289261297","doi":"10.1016/j.mhp.2022.200243","title":"Association between decreased frequency of seeing friends and the onset of depressive symptoms among community-dwelling older adults: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Health Sciences Centre Foundation","keywords":"Association (psychology); Longitudinal study; Depressive symptoms; Gerontology; Medicine; Depression (economics); Psychology; Clinical psychology; Demography; Psychiatry; Cognition; Pathology","authors":[{"name":"Naoki Tomiyama","is_ca":false},{"name":"Taiji Noguchi","is_ca":false},{"name":"Yuta Kubo","is_ca":false},{"name":"Takahiro Hayashi","is_ca":false},{"name":"Akira Ochi","is_ca":false},{"name":"Hiroyuki Hayashi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02508106837847577,"gpt":0.3533446816945334,"spread":0.3282636133160576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005970534,0.00008800722,0.000317735,0.00007066492,0.002558964,0.0000196025,0.0001938975,0.00004131698,0.00008941899],"category_scores_gemma":[0.0001276113,0.00007985385,0.0000793598,0.0002456752,0.0001335009,0.0001612784,0.0001242187,0.0003418138,2.487562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005457955,"about_ca_system_score_gemma":0.0002345068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1756684,"about_ca_topic_score_gemma":0.03064,"domain_scores_codex":[0.9942113,0.004132562,0.0005949474,0.0001411319,0.0006118872,0.0003081415],"domain_scores_gemma":[0.9981843,0.0007123395,0.0007827801,0.0001493898,0.00006236745,0.0001088337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000048282,0.0002862454,0.9420981,0.0001556585,0.00007275369,2.399561e-7,0.05477644,0.000002864939,1.182645e-7,0.0003102461,0.00003329807,0.002215792],"study_design_scores_gemma":[0.001881406,0.000221183,0.9373921,0.0002404319,0.00005511132,3.001244e-7,0.059556,0.00002733822,0.000003329747,0.000539986,0.00002390871,0.00005890165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963261,0.000688098,0.0000726204,0.001063087,0.0001619508,0.00147506,0.00006948889,0.00001746382,0.0001261125],"genre_scores_gemma":[0.99943,0.00008871634,0.00004357398,0.0001207978,0.00003449089,0.0001130114,0.00006618124,0.000007708828,0.00009554636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450284,"threshold_uncertainty_score":0.9987395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}