{"id":"W2017272119","doi":"10.1371/journal.pone.0101604","title":"Mental Health and Substance Use among Bisexual Youth and Non-Youth in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre for Addiction and Mental Health","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Centre for Addiction and Mental Health","keywords":"Substance use; Mental health; Psychology; Medicine; Psychiatry; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001954371,0.0001371221,0.0002844674,0.00008588452,0.0001352784,0.0000377638,0.00008103354,0.00007154616,0.00006040668],"category_scores_gemma":[0.00002061511,0.0001452448,0.000009411565,0.00008565062,0.00007894106,0.0001199607,0.00002692203,0.0002632372,0.000006879761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890904,"about_ca_system_score_gemma":0.0003684498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986181,"about_ca_topic_score_gemma":0.9997434,"domain_scores_codex":[0.9986911,0.0001152191,0.0002576379,0.0003080972,0.0001958489,0.0004321364],"domain_scores_gemma":[0.9992644,0.00004781573,0.00009577579,0.0002335556,0.0000196683,0.0003388028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004500683,0.000214112,0.965386,0.0001344244,0.0000282103,0.000003087334,0.03295631,6.80511e-8,0.000005464883,0.00006196244,0.001035621,0.0001297568],"study_design_scores_gemma":[0.001102398,0.0001574153,0.9967324,0.00005434403,0.00002841747,9.775082e-7,0.001652856,0.000009576485,0.000003505728,0.00002743904,0.0000811979,0.0001494553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968249,0.0002985332,0.000001418931,0.0006882924,0.0002021015,0.0003029943,0.0001139781,0.00001609488,0.001551682],"genre_scores_gemma":[0.9955032,0.0001024366,0.00005616402,0.001216184,0.00009861508,0.000007794018,0.00005898091,0.00001909648,0.002937548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03134645,"threshold_uncertainty_score":0.5922911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08739642398559264,"score_gpt":0.2848032327978522,"score_spread":0.1974068088122596,"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."}}