{"id":"W4205944617","doi":"10.1503/cmaj.211709","title":"Ridding Canadian medicine of conversion therapy","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of Toronto; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Set (abstract data type); Key (lock); Work (physics); Alternative medicine; Faith; Medicine; Computer science; Psychotherapist; Psychology; Psychiatry; Pathology; Computer security; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004036663,0.0007975123,0.0007417515,0.002297133,0.01547581,0.006891723,0.002342457,0.008626335,0.07081215],"category_scores_gemma":[0.01491134,0.0004086227,0.0005488341,0.002504969,0.01597953,0.004166035,0.00613101,0.01592707,0.007225683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06105266,"about_ca_system_score_gemma":0.1264031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.800617,"about_ca_topic_score_gemma":0.8979284,"domain_scores_codex":[0.9931203,0.001198971,0.0002068634,0.0008029347,0.003252569,0.001418299],"domain_scores_gemma":[0.9896097,0.001027911,0.0003204333,0.0004271087,0.003889611,0.004725284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002116578,0.00001955264,0.0004602202,0.0001209394,0.000006649255,0.0002230516,0.0008888417,0.00003186518,0.00005626745,0.05786571,0.8983588,0.0419471],"study_design_scores_gemma":[0.00001083141,0.000006439694,0.0005051256,0.000389426,0.000004092589,0.0001835948,0.0007206464,0.00002058247,0.00002049794,0.004653444,0.9934708,0.00001459642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007838049,0.0485272,0.0005038617,0.7443662,0.0294981,0.00003456128,0.0001808107,0.00009188995,0.1760135],"genre_scores_gemma":[0.07285108,0.08160845,0.002162661,0.5441132,0.02044981,0.0001452162,0.0003508778,0.0002676383,0.278051],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.199383,"threshold_uncertainty_score":0.4429701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170012396623459,"score_gpt":0.3242768668647905,"score_spread":0.3025767428985559,"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."}}