{"id":"W4401813074","doi":"10.1186/s12954-024-01030-w","title":"Increases in housing rules and surveillance during COVID-19: impacts on overdose and overdose response in a community-based cohort of sex workers who use drugs in Vancouver, BC","year":2024,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Simon Fraser University; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; (+)-Naloxone; Context (archaeology); Environmental health; Public health; Opioid overdose; Logistic regression; Drug overdose; Poison control; Opioid; 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":[],"consensus_categories":[],"category_scores_codex":[0.003153287,0.000228572,0.0004920672,0.001332878,0.0001587447,0.0001157262,0.00007060953,0.0001196747,0.00002097519],"category_scores_gemma":[0.001979678,0.0002188639,0.00004804381,0.0007362136,0.00019911,0.0004044855,0.00005235271,0.001279442,0.000001006815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009333761,"about_ca_system_score_gemma":0.0007279651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793374,"about_ca_topic_score_gemma":0.0003523162,"domain_scores_codex":[0.9969791,0.001439763,0.0006141522,0.0002674697,0.0003735315,0.000325974],"domain_scores_gemma":[0.998035,0.001085911,0.0001722501,0.0002497159,0.00005511518,0.0004020004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01642687,0.0004980878,0.9290165,0.0007328309,0.0000629952,0.0008607162,0.03649974,0.002889359,0.01096339,0.000002707781,0.0005908321,0.001455904],"study_design_scores_gemma":[0.005396594,0.0003699195,0.9405285,0.003121069,0.00002717105,0.0007126526,0.04695944,0.001062595,0.001338217,0.00006604098,0.0001892508,0.0002285517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981579,0.0006486629,0.000012395,0.0005751335,0.0001854023,0.0003276313,0.00003035107,0.00003871721,0.0000237806],"genre_scores_gemma":[0.9984028,0.001031135,0.0001890556,0.0001592319,0.00008582926,0.000006767486,0.000008702325,0.00004120057,0.00007525682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151194,"threshold_uncertainty_score":0.892501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429956160184218,"score_gpt":0.3417926065157867,"score_spread":0.3074930449139445,"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."}}