{"id":"W3035683435","doi":"10.1080/13811118.2020.1769783","title":"Depression and Suicide Literacy among Canadian Sexual and Gender Minorities","year":2020,"lang":"en","type":"article","venue":"Archives of Suicide Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Barbara Bates Center for The Study of the History of Nursing, University of Pennsylvania; Movember Canada; University of British Columbia; University of Glasgow; Michael Smith Health Research BC; Medical Research Council; Movember Foundation","keywords":"Demography; Depression (economics); Psychological intervention; Medicine; Ethnic group; Literacy; Poison control; Suicide prevention; Gerontology; Psychology; Clinical psychology; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963405,0.0001911816,0.0003309393,0.0004524718,0.0003355419,0.00006884322,0.000266578,0.00008535852,0.0002510521],"category_scores_gemma":[0.0002953341,0.000173149,0.00004222897,0.00024857,0.00095498,0.0001685823,0.0003496131,0.0005113457,0.0000242336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001286692,"about_ca_system_score_gemma":0.00009298903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1421589,"about_ca_topic_score_gemma":0.02386104,"domain_scores_codex":[0.9975898,0.0004047075,0.0003095137,0.0005563659,0.0003515529,0.0007880238],"domain_scores_gemma":[0.9973504,0.001608159,0.00004909524,0.0002843846,0.00009136755,0.000616614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068869,0.00002510541,0.9231842,0.0001604041,0.0001405279,0.0001340897,0.04469179,8.867407e-7,0.002073947,0.001090889,0.001270308,0.02702099],"study_design_scores_gemma":[0.0006511633,0.0002350355,0.9825294,0.00001906924,0.00002124335,0.00001781149,0.01259075,0.0001381466,0.0004711392,0.002447366,0.0006868334,0.0001920278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565032,0.01147913,0.00002157262,0.001049194,0.00005000388,0.0003080888,0.00004812614,0.00002750466,0.03051325],"genre_scores_gemma":[0.9978119,0.000452316,0.0003256243,0.0002711744,0.0001489944,0.00003977528,0.00001462971,0.00002978724,0.0009057702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182979,"threshold_uncertainty_score":0.993951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127473485316721,"score_gpt":0.3985389743793691,"score_spread":0.2710654890626482,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}