{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002650429,0.0001026214,0.0002069401,0.0001028419,0.0001248638,0.00001784511,0.00005665154,0.0000349728,0.001845486],"category_scores_gemma":[0.00006071759,0.0001031724,0.00001904145,0.0001687273,0.00002388091,0.000177223,0.00003347528,0.0003377093,7.812681e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009022427,"about_ca_system_score_gemma":0.0003291973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1304104,"about_ca_topic_score_gemma":0.06123267,"domain_scores_codex":[0.9987818,0.0001437149,0.0004307807,0.0001439035,0.0003505312,0.0001492493],"domain_scores_gemma":[0.9993024,0.00001577209,0.0002264861,0.00009857686,0.0002226461,0.0001341479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003783652,0.0002266537,0.945272,0.0001662729,0.00005330225,0.00004914613,0.0117686,0.00008776687,0.02268985,0.000006492561,0.0006519168,0.01864968],"study_design_scores_gemma":[0.001402815,0.0001351964,0.8931405,0.0001148805,0.00006127289,0.0006931453,0.09875969,0.003690078,0.001463025,0.000004887132,0.0004269578,0.0001075833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986462,0.0001327854,0.00007064359,0.0002578432,0.0005590637,0.0001752241,0.00009938316,0.00001111783,0.00004772603],"genre_scores_gemma":[0.998917,0.000394097,0.00005527039,0.0001117711,0.0001050029,0.000008174178,0.0002913135,0.00001593065,0.0001014314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08699109,"threshold_uncertainty_score":0.9990669,"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."}}