{"id":"W4224214371","doi":"10.1002/adaw.33410","title":"Supervised consumption sites' variability outlined","year":2022,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm reduction; Interim; Opioid overdose; Harm; Consumption (sociology); Medicine; Health care; Business; (+)-Naloxone; Sociology; Public health; Nursing; Political science; Law; Opioid","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001796874,0.0004443175,0.0007584932,0.000308651,0.0005372945,0.00005616757,0.0004676931,0.0001355987,0.004465258],"category_scores_gemma":[0.0004405008,0.0004568091,0.0002649919,0.0006381932,0.0001976693,0.0002363633,0.0002967249,0.001020989,0.001083521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190531,"about_ca_system_score_gemma":0.0002597917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002663995,"about_ca_topic_score_gemma":0.00004422737,"domain_scores_codex":[0.9956974,0.0006623528,0.000793726,0.0009772447,0.001095194,0.0007740346],"domain_scores_gemma":[0.9970849,0.0005124341,0.0001985266,0.001499644,0.0002203906,0.0004841051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003435162,0.006809496,0.5788723,0.0008226486,0.001012779,0.001059128,0.1512005,0.001541742,0.07464086,0.002859329,0.1583596,0.01938646],"study_design_scores_gemma":[0.05311863,0.002351331,0.3906628,0.0003388243,0.003886005,0.001361112,0.07867113,0.0510283,0.01136662,0.003556214,0.3982453,0.005413683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885837,0.0002488061,0.000164661,0.003867056,0.0007975929,0.001238369,0.00018161,0.0006455153,0.004272674],"genre_scores_gemma":[0.9884473,0.00008627708,0.0008928205,0.002591762,0.0004522913,0.0002596515,0.0005928965,0.0001213501,0.006555659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398857,"threshold_uncertainty_score":0.9997883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0537526152677457,"score_gpt":0.3272210467808829,"score_spread":0.2734684315131372,"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."}}