{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02889086,0.0001539059,0.0005040434,0.0004450826,0.0002031654,0.0001157349,0.0001222171,0.00002674936,0.0000260904],"category_scores_gemma":[0.0008747436,0.0001300885,0.0000351121,0.000505052,0.00006662149,0.0006781718,0.0001201395,0.0005658089,0.000001959375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143367,"about_ca_system_score_gemma":0.002366745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004535256,"about_ca_topic_score_gemma":0.0001216137,"domain_scores_codex":[0.9956207,0.001470471,0.001428603,0.0001538296,0.0009731859,0.0003532177],"domain_scores_gemma":[0.9972156,0.0005748114,0.001197249,0.0001774801,0.0003829081,0.0004519477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002892026,0.0007454864,0.00334694,0.004452074,0.0005976746,0.0000130271,0.05363734,0.000002120268,0.00000437376,0.0004842316,0.01208998,0.9243376],"study_design_scores_gemma":[0.004023581,0.003454334,0.04174145,0.00230395,0.0003643202,0.0002803994,0.06981409,0.0001681273,0.00002644315,0.0003867979,0.8772544,0.0001821521],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878361,0.01861536,0.003595224,0.08348805,0.0006020811,0.002275639,0.000008039535,0.00004153251,0.003537987],"genre_scores_gemma":[0.9654723,0.003896912,0.02859326,0.001424377,0.0001098354,0.000009692004,0.00003738591,0.00002578065,0.0004304385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9241554,"threshold_uncertainty_score":0.9999612,"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."}}