{"id":"W4220828231","doi":"10.1186/s12954-022-00610-y","title":"Service utilization patterns and characteristics among clients of integrated supervised consumption sites in Toronto, Canada","year":2022,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health; Regent Park Community Health Centre; University of Victoria; Western University; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research, Innovation and Science; St. Michael's Hospital Foundation","keywords":"Harm reduction; Medicine; Referral; Outreach; Public health; Nursing","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":[0.000493033,0.0003264028,0.0004053593,0.001071954,0.00267132,0.001632006,0.001447326,0.0004834519,0.00321658],"category_scores_gemma":[0.0019115,0.0005291324,0.0004689754,0.003946003,0.0009902252,0.0005491242,0.001228645,0.0007725478,0.0003077818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03220918,"about_ca_system_score_gemma":0.02551634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903217,"about_ca_topic_score_gemma":0.9942591,"domain_scores_codex":[0.9989445,0.00008007383,0.00007540557,0.0001327831,0.0003239214,0.0004433556],"domain_scores_gemma":[0.9975215,0.000137647,0.0005192768,0.00005891727,0.0008167019,0.0009459499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004887519,0.00005521456,0.9927076,0.00003676715,0.00002312682,0.0001061614,0.002966209,0.00007715142,0.000183015,0.00005392343,0.0006952403,0.003046795],"study_design_scores_gemma":[0.000004991935,0.00003957585,0.9928564,0.0000359075,0.00001015505,0.00006352086,0.006377531,0.0002466461,0.00004176934,0.00001104862,0.0003034986,0.000008892434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973857,0.0001711026,0.00004231622,0.0001643424,0.000003089642,0.00004119115,0.001426987,0.000006601894,0.0007587119],"genre_scores_gemma":[0.998121,0.0002494249,0.00009560171,0.00008798856,0.000002557139,0.00003001172,0.0007536985,0.000004423636,0.0006553697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03220918,"threshold_uncertainty_score":0.233695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730576443891038,"score_gpt":0.3226223186060342,"score_spread":0.2653165541671239,"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."}}