{"id":"W2901150668","doi":"10.1097/phh.0000000000000904","title":"The Need and Desire for Mental Health and Substance Use–Related Services Among Clients of Publicly Funded Sexually Transmitted Infection Clinics in Vancouver, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre","funders":"","keywords":"Medicine; Mental health; Context (archaeology); Family medicine; Psychiatry; Anxiety; Sexual orientation; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007042626,0.0002275349,0.0004349907,0.0009497449,0.005973686,0.002688136,0.001709724,0.0005999669,0.003560299],"category_scores_gemma":[0.002531239,0.000642192,0.0002667125,0.002447916,0.001399436,0.0004814505,0.001518374,0.001361286,0.0002754852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02611952,"about_ca_system_score_gemma":0.03757522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825848,"about_ca_topic_score_gemma":0.9940468,"domain_scores_codex":[0.9984927,0.0001692124,0.00008492607,0.0001125326,0.0004397857,0.0007008907],"domain_scores_gemma":[0.9965838,0.0003395038,0.0005244935,0.00004926159,0.0008630418,0.00163978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006234606,0.0001618059,0.9679214,0.0001235606,0.00003034638,0.0003373652,0.01410607,0.00008503519,0.000453789,0.0001458463,0.001692593,0.0148799],"study_design_scores_gemma":[0.00001392199,0.0000817125,0.9233546,0.0002121099,0.00002064529,0.0002541779,0.07393383,0.0003860267,0.000108259,0.00005798773,0.001550773,0.00002592289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973829,0.0002794224,0.00003489416,0.0004856689,0.000005569218,0.00004801518,0.0003577296,0.000004152207,0.001401572],"genre_scores_gemma":[0.9981692,0.0003897615,0.0001469207,0.0002207193,0.000003619439,0.00002814842,0.0001695538,0.000003964605,0.0008681705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02611952,"threshold_uncertainty_score":0.1895113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0719668708616866,"score_gpt":0.3895323978078847,"score_spread":0.3175655269461981,"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."}}