{"meta":{"query_hash":"c12b0503e800","filters":{"venue":"Mental Health & Prevention"},"cohort_total":17,"direct_labels_cover":1,"predictions_cover":17,"exported":17,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c12b0503e800","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mental+Health+%26+Prevention"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018573208377439338,"score_gpt":0.3839666735483157,"score_spread":0.36539346517087634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793792435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945247,0.0004144769,0.00008969498,0.0010919096,0.000038839135,0.00006634281,0.000084924824,0.0000098927585,0.003679185],"genre_scores_gemma":[0.9973355,0.0008709181,0.0002892683,0.00030453393,0.000036874706,0.00003673571,0.000087581306,0.0000018792266,0.0010366588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994906,0.00027086076,0.000012523697,0.00003146344,0.000061438855,0.00013310135],"domain_scores_gemma":[0.9994344,0.00006519351,0.0001415101,0.00001754944,0.000070375194,0.00027091682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047324787,0.00019499024,0.00017415383,0.0005289899,0.0018985856,0.0008656217,0.00051136175,0.00054854667,0.004434045],"category_scores_gemma":[0.0010830237,0.00015085914,0.00018002783,0.00047713882,0.00042754586,0.0003826607,0.00075661816,0.0006733249,0.00032433966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007576514,0.0034525846,0.94442046,0.00008449564,0.00005920817,0.0015257311,0.0012142769,0.00007380222,0.0021545105,0.00047829613,0.0034350727,0.042343847],"study_design_scores_gemma":[0.0000650002,0.0035807365,0.9731944,0.00012155523,0.00007777873,0.0016820261,0.016055554,0.0003645247,0.000719172,0.00030677064,0.0038156454,0.000016804908],"about_ca_topic_score_codex":0.013424497,"about_ca_topic_score_gemma":0.04667186,"teacher_disagreement_score":0.013424497,"about_ca_system_score_codex":0.0010170257,"about_ca_system_score_gemma":0.003077793,"threshold_uncertainty_score":0.026692688},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02505638792568031,"score_gpt":0.39577203711251313,"score_spread":0.3707156491868328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944743017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488764,0.0008901295,0.000058362195,0.025932478,0.0003923819,0.000011208491,0.000036342153,0.0000058725577,0.023796827],"genre_scores_gemma":[0.9964593,0.0002839157,0.0000120311915,0.0015672676,0.00007527473,0.0000033767049,0.000007716089,0.0000036603622,0.0015874192],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99288213,0.0031986039,0.0002139071,0.00016697626,0.0010347478,0.0025037208],"domain_scores_gemma":[0.98598456,0.0031450544,0.0022192826,0.00026285448,0.0013866094,0.0070016515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006464231,0.00032915207,0.00050888554,0.0019098378,0.0132597,0.011583099,0.0006120982,0.0029844914,0.008013199],"category_scores_gemma":[0.011387614,0.0003846221,0.0006342016,0.001337178,0.0075437096,0.004585026,0.0089275995,0.008648412,0.00052742736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030443756,0.00088059297,0.17718622,0.00013129559,0.00007916215,0.0015883563,0.7549026,0.00012840956,0.0009905613,0.027745396,0.013190761,0.022872183],"study_design_scores_gemma":[0.000029924313,0.00015192703,0.05834651,0.00022865665,0.00003260211,0.00046438986,0.9169154,0.000119606084,0.00037897172,0.0018538657,0.021431535,0.000046685807],"about_ca_topic_score_codex":0.014959055,"about_ca_topic_score_gemma":0.027719833,"teacher_disagreement_score":0.014959055,"about_ca_system_score_codex":0.006130519,"about_ca_system_score_gemma":0.005680154,"threshold_uncertainty_score":0.044480205},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.023085080162672814,"score_gpt":0.3420696419911432,"score_spread":0.3189845618284704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084022478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995453,0.000057081557,0.0000070806304,0.00007564184,0.0000018476987,0.0000043685573,0.000073449446,4.7744163e-7,0.00023459771],"genre_scores_gemma":[0.99979407,0.00004705976,0.000012345694,0.000020090227,0.0000026839004,0.0000030790588,0.000040534942,3.2430643e-7,0.00007977029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999691,0.000084771076,0.000030969273,0.00003252815,0.000030622978,0.00013006893],"domain_scores_gemma":[0.999124,0.00016795899,0.00036603372,0.000018392155,0.000060823062,0.00026276027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021373281,0.00018824273,0.00021262403,0.0005155828,0.0012905225,0.00071373006,0.00037630036,0.0005354765,0.0030304212],"category_scores_gemma":[0.0017520724,0.00034844578,0.00023247991,0.0008778676,0.00046790147,0.00042217816,0.000796083,0.0008675292,0.00018593106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025177927,0.00003894546,0.9989636,0.000007611953,0.0000099584195,0.000084837615,0.00035326582,0.000012159203,0.000057420428,0.00001247411,0.000068715985,0.000365913],"study_design_scores_gemma":[0.0000042132633,0.000062760475,0.9947596,0.00001382554,0.00001090185,0.00017941327,0.0047818334,0.000060126586,0.000016944026,0.000014881393,0.00009274309,0.00000276491],"about_ca_topic_score_codex":0.036684737,"about_ca_topic_score_gemma":0.07521976,"teacher_disagreement_score":0.036684737,"about_ca_system_score_codex":0.00065942353,"about_ca_system_score_gemma":0.00094765786,"threshold_uncertainty_score":0.072942436},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.12604599367078176,"score_gpt":0.44794686345183615,"score_spread":0.32190086978105437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220873756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98026973,0.00020945548,0.0014072626,0.00178092,0.00007917355,0.0013210576,0.00026757107,0.0000765503,0.0145883635],"genre_scores_gemma":[0.98272103,0.00042827593,0.004628915,0.00072198175,0.000017040977,0.0012660242,0.00033976842,0.000048631926,0.009828324],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99433124,0.0028264036,0.00010081274,0.00037308314,0.00069253333,0.0016759475],"domain_scores_gemma":[0.994115,0.0013928618,0.0002809368,0.00036021727,0.00093530555,0.0029156185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00589858,0.0008350931,0.00049569516,0.00093937264,0.016595948,0.0032802925,0.0025315678,0.00089838443,0.0036565477],"category_scores_gemma":[0.008414513,0.00057436613,0.00045937792,0.0012337592,0.006015237,0.0010998249,0.008276571,0.0024261845,0.0003168671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046389672,0.0019684734,0.020445539,0.0005015475,0.000044150092,0.001919671,0.8198791,0.0011811713,0.0026949213,0.00228156,0.013639061,0.1349809],"study_design_scores_gemma":[0.00016543138,0.0012667159,0.060381707,0.0003706263,0.00005639582,0.00022844429,0.8381514,0.0008997133,0.0022191692,0.001033682,0.09507991,0.00014676941],"about_ca_topic_score_codex":0.6468727,"about_ca_topic_score_gemma":0.90474176,"teacher_disagreement_score":0.3531273,"about_ca_system_score_codex":0.034262598,"about_ca_system_score_gemma":0.07208909,"threshold_uncertainty_score":0.7104139},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.025081068378475766,"score_gpt":0.3533446816945334,"score_spread":0.32826361331605763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289261297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99867684,0.00029011184,0.00005667606,0.0000736621,0.000015193062,0.00000820114,0.0005991174,0.000002983537,0.00027716474],"genre_scores_gemma":[0.99901724,0.00012817263,0.00005962679,0.000055123415,0.000016062588,0.000011529334,0.00046345565,0.0000013633226,0.00024742706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946755,0.00012752308,0.00006685642,0.00014936397,0.0000669725,0.000121814344],"domain_scores_gemma":[0.9979305,0.00019282168,0.000768981,0.00021041013,0.0003628801,0.0005344899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000950159,0.0003367115,0.00043203615,0.0007266638,0.0008750123,0.00090848276,0.00061789167,0.0011869073,0.0013054712],"category_scores_gemma":[0.0022142658,0.0005449568,0.0010642492,0.0010522031,0.0002538844,0.00086714525,0.0006497846,0.0015811259,0.00021701552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009889044,0.000098466204,0.9991979,0.000005134017,0.000119925,0.000023306637,0.00005659542,0.000008566857,0.00007762406,0.0000060946622,0.00006210926,0.0002453849],"study_design_scores_gemma":[0.0000054073494,0.00006224815,0.9995652,0.0000034516756,0.000045256063,0.00004032473,0.00015654485,0.000052128216,0.000011146503,0.0000059577415,0.00004958262,0.000002700527],"about_ca_topic_score_codex":0.034493554,"about_ca_topic_score_gemma":0.050346237,"teacher_disagreement_score":0.034493554,"about_ca_system_score_codex":0.00045352924,"about_ca_system_score_gemma":0.00062024436,"threshold_uncertainty_score":0.068585575},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.1004936553874781,"score_gpt":0.4310112641798878,"score_spread":0.33051760879240966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353094243","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035185658,0.9958054,0.00010886778,0.00007118165,0.00008350805,0.0001026396,0.00017327513,0.0000070409037,0.00012942606],"genre_scores_gemma":[0.065446556,0.9325423,0.00089485425,0.00040140492,0.00012614214,0.00019441094,0.0002360476,0.000010139745,0.0001480831],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9969121,0.0010289021,0.0010592901,0.00042869002,0.0004441861,0.00012685638],"domain_scores_gemma":[0.9908313,0.0070297914,0.0013398876,0.00021072697,0.00042752604,0.00016067401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069073015,0.0017246577,0.0117863985,0.0034317137,0.0005191806,0.0023959407,0.0020029359,0.0019322628,0.0043174378],"category_scores_gemma":[0.01894488,0.0011518718,0.016483305,0.0036999758,0.00078313577,0.0016338418,0.0013822747,0.0020192543,0.00027409277],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042747697,0.00015514552,0.0031339596,0.6286946,0.3075688,0.0001245004,0.00019541732,0.00032440148,0.00032492477,0.00023924757,0.0009583037,0.054005872],"study_design_scores_gemma":[0.0017340403,0.0005816273,0.007153831,0.078869306,0.90698284,0.00013191033,0.00016142399,0.00010999973,0.00019988159,0.00021057231,0.0038262166,0.000038233185],"about_ca_topic_score_codex":0.008500225,"about_ca_topic_score_gemma":0.0238473,"teacher_disagreement_score":0.0117863985,"about_ca_system_score_codex":0.0018930709,"about_ca_system_score_gemma":0.002654573,"threshold_uncertainty_score":0.03652972},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.055774517549230324,"score_gpt":0.4582171834667867,"score_spread":0.4024426659175564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385455414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992594,0.00001761679,0.00028147484,0.00007347179,0.000004958346,0.000035417135,0.00014374628,0.000002203823,0.00018161947],"genre_scores_gemma":[0.99928975,0.000014500009,0.00017782742,0.000013269194,0.0000022516522,0.000043489345,0.00020953329,0.0000022903935,0.00024702644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967679,0.0015574385,0.00017900202,0.00029449692,0.00032252274,0.00087875436],"domain_scores_gemma":[0.9940347,0.0016847681,0.0014003229,0.00051576545,0.00072266365,0.0016418261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038783797,0.0004582229,0.0007105201,0.0013179315,0.0024145343,0.0025959318,0.0011604567,0.0010174371,0.004075195],"category_scores_gemma":[0.009880056,0.00035627064,0.0022154597,0.0017478133,0.0007268632,0.0014747558,0.003764192,0.0021512685,0.00050519285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005936279,0.0011991877,0.99216086,0.00001260436,0.00016613441,0.000042522515,0.0011738738,0.00016096066,0.00020405785,0.00023581112,0.00015111036,0.0038992325],"study_design_scores_gemma":[0.00005037059,0.00093535957,0.98223156,0.000037252863,0.00022822147,0.00006105796,0.010784862,0.004752817,0.00021181423,0.00047191235,0.00021083659,0.000023853476],"about_ca_topic_score_codex":0.022926155,"about_ca_topic_score_gemma":0.03214639,"teacher_disagreement_score":0.022926155,"about_ca_system_score_codex":0.0015445064,"about_ca_system_score_gemma":0.003994245,"threshold_uncertainty_score":0.045585394},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.0999865787912941,"score_gpt":0.519637216248237,"score_spread":0.41965063745694287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385541221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824142,0.00064113847,0.0013882926,0.006539179,0.00038341436,0.00024932885,0.00020016984,0.000048933278,0.008135281],"genre_scores_gemma":[0.98801243,0.0007847233,0.0008990169,0.0029373015,0.00009953455,0.00037485146,0.00009527735,0.00011020496,0.006686625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98398376,0.011998205,0.00037994474,0.0006906838,0.0009401933,0.0020073112],"domain_scores_gemma":[0.948651,0.033954747,0.0031269733,0.0013512558,0.003477894,0.009438113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014133007,0.001385321,0.0015064284,0.0019391646,0.025704004,0.010175069,0.0037038482,0.004879028,0.0057530194],"category_scores_gemma":[0.038807865,0.001308519,0.00053982245,0.0018635188,0.013997827,0.005717698,0.0152342,0.013511516,0.000931104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021621292,0.000100828205,0.0010480261,0.000050195886,0.000003351344,0.0003649717,0.99585515,0.000013593308,0.00027828437,0.00038837292,0.000547039,0.0013286035],"study_design_scores_gemma":[0.0000048597103,0.000035062898,0.00071899546,0.0000706908,0.0000033558215,0.000102536214,0.9946079,0.000020153719,0.00014100087,0.0001085543,0.004176067,0.000010700507],"about_ca_topic_score_codex":0.011914718,"about_ca_topic_score_gemma":0.035937384,"teacher_disagreement_score":0.025704004,"about_ca_system_score_codex":0.008796283,"about_ca_system_score_gemma":0.010268922,"threshold_uncertainty_score":0.07474339},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Renting; Quarter (Canadian coin); Payment; Cash; Business; Environmental health; Medicine; Actuarial science; Finance; Psychiatry; Geography","score_opus":0.010921443643386375,"score_gpt":0.34427062675162395,"score_spread":0.3333491831082376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396562596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987876,0.00020783133,0.000007910463,0.00032394676,0.000016779144,0.0000063425455,0.00023026209,6.192646e-7,0.0004187214],"genre_scores_gemma":[0.9990402,0.00012673497,0.000017785447,0.00010465746,0.000015383099,0.0000059716904,0.00020116176,6.2855315e-7,0.00048753046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925536,0.0002222461,0.00003903482,0.00006975346,0.00005838573,0.00035519974],"domain_scores_gemma":[0.99767643,0.00035471225,0.00072850904,0.00009253336,0.00019266583,0.0009552146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000736934,0.00020575615,0.00033589246,0.00046927636,0.00089662225,0.0011232247,0.0006765469,0.00086129364,0.0041640233],"category_scores_gemma":[0.004503409,0.0002242194,0.0011845196,0.000654478,0.0005685829,0.00095669855,0.0016186767,0.0013499992,0.00015975084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001104572,0.00079498463,0.99099874,0.000018121862,0.0001903562,0.00011170099,0.00036399963,0.0001260308,0.00009296519,0.00019471729,0.000490512,0.005513429],"study_design_scores_gemma":[0.000022670807,0.00020513809,0.9978802,0.000016629889,0.000057617588,0.000023384411,0.0013605146,0.00010091382,0.000024786144,0.000047685775,0.00025538247,0.0000051195166],"about_ca_topic_score_codex":0.20349798,"about_ca_topic_score_gemma":0.32405728,"teacher_disagreement_score":0.20349798,"about_ca_system_score_codex":0.0015594661,"about_ca_system_score_gemma":0.0017860288,"threshold_uncertainty_score":0.40462697},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.048422388187447166,"score_gpt":0.4095932444121578,"score_spread":0.3611708562247106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404386088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99142915,0.0010583763,0.0000408439,0.00054524175,0.000028950348,0.000071683906,0.004640218,0.000009076989,0.0021764582],"genre_scores_gemma":[0.9960983,0.0009405354,0.00008291624,0.00016472982,0.00001109062,0.000027763503,0.0021705271,0.0000029727587,0.00050118327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935156,0.000036484034,0.000052707233,0.000070353795,0.00022922047,0.00025970812],"domain_scores_gemma":[0.9982298,0.0000456467,0.0004308767,0.000040598046,0.0007288116,0.00052425644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000660665,0.00036133488,0.0004002717,0.0013536608,0.002261013,0.0008920663,0.0008659237,0.00043524083,0.0015928017],"category_scores_gemma":[0.002033696,0.0002974867,0.0010168353,0.003085293,0.00047680555,0.000424837,0.0008495358,0.0009352325,0.00014866047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007082433,0.000024701327,0.99414116,0.000048307167,0.000047030393,0.000067387526,0.0011339368,0.00003719289,0.00006303224,0.00003934302,0.0011311907,0.0031959508],"study_design_scores_gemma":[0.000004311434,0.000016753345,0.9978532,0.00004229461,0.00001731979,0.000038532828,0.001507549,0.00007007876,0.000020652413,0.000005646002,0.00041534108,0.000008329923],"about_ca_topic_score_codex":0.99250704,"about_ca_topic_score_gemma":0.99539965,"teacher_disagreement_score":0.02042107,"about_ca_system_score_codex":0.02042107,"about_ca_system_score_gemma":0.023079505,"threshold_uncertainty_score":0.14816594},"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":"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.08886180463778168,"score_gpt":0.6183057577137916,"score_spread":0.5294439530760099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404554635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699248,0.00020523377,0.00070206216,0.00028925855,0.00005292726,0.02755552,0.00033760615,0.00004045303,0.0008920333],"genre_scores_gemma":[0.92498344,0.0011686613,0.017259795,0.00091011357,0.0001165243,0.052706774,0.00053238077,0.000031433356,0.0022909215],"study_design_codex":"nonrandomized_trial","study_design_gemma":"qualitative","domain_scores_codex":[0.9793799,0.010452133,0.0018723672,0.0013526059,0.0034487697,0.0034943682],"domain_scores_gemma":[0.9857124,0.0043548835,0.0015652617,0.0009336884,0.004829836,0.0026038394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024683226,0.0016874912,0.0024360546,0.0016315783,0.004934128,0.0031171828,0.0032538625,0.002217243,0.0021559587],"category_scores_gemma":[0.01848099,0.0013997309,0.002430033,0.00186918,0.0021683695,0.0018238861,0.0021261557,0.0027898678,0.00032281267],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035217285,0.4637199,0.043037154,0.006969489,0.0015896164,0.00095184194,0.074012585,0.0030476945,0.006664126,0.000901391,0.0028841635,0.36100465],"study_design_scores_gemma":[0.0712006,0.618519,0.19561829,0.0037446423,0.0034783096,0.00021196863,0.07764993,0.0038866496,0.010383423,0.0008598044,0.013958922,0.00048843416],"about_ca_topic_score_codex":0.13665824,"about_ca_topic_score_gemma":0.25882667,"teacher_disagreement_score":0.13665824,"about_ca_system_score_codex":0.023449836,"about_ca_system_score_gemma":0.048981827,"threshold_uncertainty_score":0.2717256},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.17334827319325039,"score_gpt":0.46121060610524783,"score_spread":0.2878623329119975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404800791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98651636,0.0009879591,0.0005110562,0.0022975819,0.00004262136,0.00017603868,0.00012024526,0.000013076291,0.0093350895],"genre_scores_gemma":[0.997033,0.0009339035,0.00046595573,0.0003457571,0.000011114281,0.00011980127,0.000045769193,0.00000980252,0.0010348243],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991305,0.003208417,0.0003642276,0.00046449696,0.0017704654,0.0028874653],"domain_scores_gemma":[0.99001795,0.004313423,0.0020167038,0.00041455202,0.0011897974,0.0020476691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00960219,0.00069241034,0.00085147837,0.002516993,0.023743873,0.009965484,0.0025150927,0.0018771661,0.0026873515],"category_scores_gemma":[0.009785507,0.00081662013,0.0007710463,0.0038258375,0.021179646,0.0036022456,0.015496983,0.0044376543,0.00019429262],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016653958,0.000018019266,0.012876008,0.00012287995,0.000007393956,0.0010867908,0.980696,0.000032160853,0.00016457745,0.0010108874,0.00051357056,0.0034550927],"study_design_scores_gemma":[0.0000021323444,0.000013559987,0.005338071,0.00010002785,0.0000029237171,0.0002543588,0.99080735,0.000014653343,0.000044970224,0.00014031281,0.0032718892,0.000009666242],"about_ca_topic_score_codex":0.33081406,"about_ca_topic_score_gemma":0.4308477,"teacher_disagreement_score":0.33081406,"about_ca_system_score_codex":0.03147437,"about_ca_system_score_gemma":0.032879006,"threshold_uncertainty_score":0.657777},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.060430617121892224,"score_gpt":0.4104605497319796,"score_spread":0.35002993261008736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406980981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997819,0.00001432119,0.000020901374,0.00003474613,0.0000015053296,0.00004325425,0.000008766959,4.0997824e-7,0.00009413862],"genre_scores_gemma":[0.9993901,0.00007393226,0.0001556465,0.00009042937,0.0000060622624,0.0000944413,0.000027243457,8.3899266e-7,0.00016133866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884003,0.00078188715,0.000059197027,0.000067212466,0.00009348932,0.00015827961],"domain_scores_gemma":[0.9970853,0.0012579222,0.0008317102,0.00016677135,0.00016353682,0.00049485604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023433855,0.0003339954,0.00037992583,0.0006256501,0.0018865804,0.0009612504,0.0003495617,0.00066848827,0.0023191727],"category_scores_gemma":[0.006593434,0.00049308233,0.0004677755,0.00053031236,0.0011639196,0.0008848676,0.0011867932,0.0011901775,0.00021776938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016803788,0.020692673,0.6832915,0.0003410285,0.000107556705,0.0020131862,0.267137,0.00016568192,0.0022652515,0.00045053984,0.000842187,0.021013083],"study_design_scores_gemma":[0.000331524,0.007280478,0.81677663,0.00014795977,0.00006847031,0.00080486573,0.1702212,0.00051605864,0.00054575,0.0003079714,0.0029292519,0.000069782625],"about_ca_topic_score_codex":0.007168922,"about_ca_topic_score_gemma":0.015185106,"teacher_disagreement_score":0.007168922,"about_ca_system_score_codex":0.0014954181,"about_ca_system_score_gemma":0.0008216047,"threshold_uncertainty_score":0.014254391},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.014871861013526872,"score_gpt":0.33665829350004406,"score_spread":0.32178643248651717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409716912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948389,0.0006840847,0.000027235843,0.0006771822,0.000022084503,0.000014528124,0.001312871,0.0000041347025,0.0024189884],"genre_scores_gemma":[0.99805766,0.00045241773,0.0000685796,0.00012421014,0.000008280718,0.0000062743725,0.00055647054,0.0000022577078,0.0007237786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992786,0.000053497108,0.000047547837,0.00009502356,0.00019042929,0.00033485345],"domain_scores_gemma":[0.99820614,0.000097798074,0.000367324,0.00006584751,0.00059244793,0.00067038013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007608562,0.0003350587,0.00048447234,0.0012831887,0.004080804,0.00194916,0.0015497863,0.00072940014,0.003337713],"category_scores_gemma":[0.0022404152,0.0004291244,0.00084446085,0.0031581167,0.0009839451,0.0006999229,0.0010052252,0.0011046334,0.00026221733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003724532,0.00004509676,0.9951599,0.00001896689,0.000044272154,0.000038782742,0.0013329656,0.000025001247,0.00006837226,0.000066872286,0.0006599735,0.0025025986],"study_design_scores_gemma":[0.0000030295657,0.000011752158,0.9956001,0.000025815265,0.000018647828,0.00001614934,0.003851979,0.000049138212,0.000010239041,0.000015793486,0.00038987826,0.000007357322],"about_ca_topic_score_codex":0.99144137,"about_ca_topic_score_gemma":0.9969717,"teacher_disagreement_score":0.012707313,"about_ca_system_score_codex":0.012707313,"about_ca_system_score_gemma":0.018057492,"threshold_uncertainty_score":0.09219843},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.037005410352541894,"score_gpt":0.3972301548626509,"score_spread":0.360224744510109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410556003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852705,0.0003633639,0.00015737192,0.00023210511,0.000010224825,0.000018831637,0.000026900807,0.0000020707364,0.00066210487],"genre_scores_gemma":[0.9992398,0.00013407388,0.0002885916,0.00007273034,0.0000061101664,0.000044957036,0.000018864574,0.0000014454171,0.00019346655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852127,0.0008873838,0.00006472694,0.00015703967,0.00016687495,0.00020264849],"domain_scores_gemma":[0.9944137,0.003233719,0.001129968,0.0001968888,0.00034771155,0.0006781075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002419401,0.00028813878,0.0005161926,0.0004400631,0.0005965732,0.0012306507,0.00051351305,0.0005222024,0.0026333178],"category_scores_gemma":[0.0067272442,0.00028250474,0.0007276041,0.00036903442,0.00066902104,0.0005578763,0.0014978752,0.001661235,0.0001041288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032723614,0.0005739274,0.97751015,0.00015101611,0.00033636487,0.00012367281,0.00585945,0.000079631376,0.0007719614,0.00044070272,0.00017464298,0.01365133],"study_design_scores_gemma":[0.00001814408,0.00027337563,0.9957344,0.00011444457,0.00023543967,0.000083554194,0.0022925204,0.00036388595,0.0002579255,0.00027514034,0.0003458248,0.0000054927473],"about_ca_topic_score_codex":0.0044879224,"about_ca_topic_score_gemma":0.0057008313,"teacher_disagreement_score":0.0044879224,"about_ca_system_score_codex":0.00063453865,"about_ca_system_score_gemma":0.0013586365,"threshold_uncertainty_score":0.01279515},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.31485318934572415,"score_gpt":0.5548060072262566,"score_spread":0.23995281788053247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411250944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852131,0.000040956435,0.0013999587,0.0004960956,0.000086094784,0.010198764,0.000105512605,0.00006966206,0.002389893],"genre_scores_gemma":[0.9530496,0.00014720715,0.02543634,0.00079878746,0.00008839992,0.017314345,0.00017638462,0.000042497668,0.0029464464],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.96175843,0.025640478,0.0024954143,0.0017164524,0.0041526346,0.0042366204],"domain_scores_gemma":[0.9110031,0.04578971,0.005351666,0.0046977783,0.018575028,0.014582638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.041755695,0.00070818374,0.00090732664,0.0011325609,0.0049332804,0.0043244394,0.0026753943,0.002434258,0.0052456674],"category_scores_gemma":[0.09148089,0.0009588872,0.0018059114,0.00059470325,0.0015818095,0.002217817,0.0035472398,0.0035467967,0.0007885987],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01854772,0.30671605,0.15260968,0.0024471863,0.00079820224,0.00076217635,0.054529592,0.002954629,0.009663517,0.0010606584,0.00332017,0.44659036],"study_design_scores_gemma":[0.019308973,0.46573612,0.2794637,0.001322043,0.002091354,0.000416312,0.16467167,0.008133744,0.033167277,0.001286356,0.02397014,0.00043244415],"about_ca_topic_score_codex":0.010356059,"about_ca_topic_score_gemma":0.022278119,"teacher_disagreement_score":0.041755695,"about_ca_system_score_codex":0.008463551,"about_ca_system_score_gemma":0.0323173,"threshold_uncertainty_score":0.22082782},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.23166303600831492,"score_gpt":0.5555477862187982,"score_spread":0.32388475021048324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414478252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668545,0.000087557455,0.00030263243,0.00020157342,0.00003225608,0.0012892452,0.00018415622,0.000024844736,0.0011923363],"genre_scores_gemma":[0.99185914,0.00031743964,0.003017607,0.0001927895,0.00007737625,0.0034992837,0.00032526455,0.0000061616674,0.000705024],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99752456,0.00102021,0.0001552508,0.00017463476,0.00064339116,0.00048187908],"domain_scores_gemma":[0.9925944,0.0026009467,0.0013902163,0.00033302943,0.0009588792,0.0021224776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046494375,0.00050541514,0.00048930576,0.0006040861,0.0008871336,0.0009279789,0.0009164652,0.00054100074,0.0033244672],"category_scores_gemma":[0.011596547,0.00033630533,0.00077691907,0.0005015193,0.00036943043,0.00079913344,0.0015131724,0.0007877729,0.0003492451],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012483293,0.106961824,0.24517101,0.0037229878,0.00083854195,0.00018682067,0.008044619,0.0034938816,0.005374789,0.0003406288,0.0047382163,0.6086434],"study_design_scores_gemma":[0.0024312485,0.102168776,0.8774054,0.00085399975,0.00058611087,0.00007715704,0.004648497,0.0031903011,0.002916825,0.00031391662,0.0053319787,0.00007583785],"about_ca_topic_score_codex":0.011572093,"about_ca_topic_score_gemma":0.036529846,"teacher_disagreement_score":0.011572093,"about_ca_system_score_codex":0.002763205,"about_ca_system_score_gemma":0.0053636115,"threshold_uncertainty_score":0.024588823},"labels":[],"label_agreement":null}]}