{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004686742,0.0003144248,0.0004635403,0.001823735,0.005353616,0.001462827,0.001165144,0.0003229955,0.003149974],"category_scores_gemma":[0.001185115,0.0004202594,0.0006981129,0.00425544,0.0005870691,0.000442083,0.001146275,0.0006494602,0.000325443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04767673,"about_ca_system_score_gemma":0.06478662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988501,"about_ca_topic_score_gemma":0.9995661,"domain_scores_codex":[0.9992211,0.00003636721,0.00005430541,0.00006585854,0.0002930886,0.0003292265],"domain_scores_gemma":[0.9982876,0.00004362022,0.0002221264,0.00002443911,0.0007364727,0.0006855854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005202957,0.00006832703,0.9789387,0.0001274743,0.00004354216,0.0002673477,0.003481406,0.00006805371,0.0001973781,0.0002465486,0.005771261,0.01073812],"study_design_scores_gemma":[0.000008702367,0.00001921993,0.9904889,0.0001116725,0.00002041733,0.00008323246,0.005805287,0.0001199331,0.00004372857,0.0000276165,0.003259983,0.00001133029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692333,0.00263734,0.0001156248,0.001907199,0.0000576486,0.0002093172,0.013452,0.0000309502,0.01235655],"genre_scores_gemma":[0.9862752,0.003022999,0.0003734397,0.0006351782,0.00001745241,0.00009698422,0.00398304,0.00001388467,0.005581948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767673,"threshold_uncertainty_score":0.3459205,"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."}}