{"id":"W4403300619","doi":"10.1097/phh.0000000000002061","title":"Development, Evaluation, and Initial Findings of New York State Department of Health Community Drug Checking Pilot Programs","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm reduction; Context (archaeology); Health care; Harm; Health department; Business; Public relations; Medical education; Public health; Medical emergency; Medicine; Political science; Nursing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06769813,0.001194349,0.0006385512,0.001420909,0.003582416,0.003159705,0.003505403,0.002021522,0.005043176],"category_scores_gemma":[0.06402819,0.0007613393,0.0006249177,0.001383359,0.002600212,0.00270875,0.00529882,0.002683379,0.0004916727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01577133,"about_ca_system_score_gemma":0.07472911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04465356,"about_ca_topic_score_gemma":0.07529262,"domain_scores_codex":[0.9526206,0.0320165,0.001654572,0.001229511,0.007194861,0.005283979],"domain_scores_gemma":[0.9340343,0.01797159,0.003660611,0.002468222,0.03118255,0.01068277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00878786,0.1106716,0.08605877,0.01389964,0.0004339907,0.001857265,0.03419564,0.002937885,0.01111927,0.005785583,0.03480821,0.6894442],"study_design_scores_gemma":[0.02049402,0.23251,0.4576572,0.01264657,0.001086578,0.0007892519,0.1101333,0.004584555,0.02841084,0.002992049,0.1283671,0.0003283767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6870078,0.001619787,0.00620681,0.01218309,0.0004709971,0.2673452,0.002657449,0.0003121633,0.02219671],"genre_scores_gemma":[0.734002,0.00305058,0.0655259,0.006702647,0.0001863768,0.1791514,0.00235042,0.00008082611,0.008949861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06769813,"threshold_uncertainty_score":0.3580262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3794024206469557,"score_gpt":0.483753516933552,"score_spread":0.1043510962865963,"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."}}