{"id":"W4385614322","doi":"10.1111/add.16313","title":"Commentary on Brothers <i>et al</i>.: The role of safer environment interventions in addressing injecting‐related bacterial and fungal infections","year":2023,"lang":"en","type":"article","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; Simon Fraser University","funders":"","keywords":"Decriminalization; SAFER; Harm reduction; Psychological intervention; Environmental health; Medicine; Harm; Drug; Public health; Risk analysis (engineering); Business; Computer security; Pharmacology; Psychiatry; Nursing; Criminology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003596708,0.00009665057,0.0001385998,0.0001997216,0.0001109224,0.00001209409,0.00003361466,0.00005310058,0.0002581577],"category_scores_gemma":[0.00005677481,0.00007956797,0.0000623287,0.000249835,0.00007713809,0.00008809762,0.00004856113,0.0002805941,0.00004643111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009344833,"about_ca_system_score_gemma":0.00001327216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270401,"about_ca_topic_score_gemma":0.0001575902,"domain_scores_codex":[0.9991015,0.0001614156,0.0002866005,0.0001654774,0.0001489785,0.000136016],"domain_scores_gemma":[0.9995367,0.0001545472,0.00009074721,0.0001660272,0.0000100475,0.00004195795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001331936,0.003218327,0.4315857,0.0001576495,0.001001229,0.0000355389,0.03804866,0.004023899,0.209194,0.0004138997,0.09390934,0.2170799],"study_design_scores_gemma":[0.006412026,0.002607648,0.8172164,0.002052728,0.0004292826,0.00008434979,0.02221836,0.004258339,0.01238584,0.0004023022,0.1315646,0.0003681365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991362,0.00009198489,0.00001890669,0.005876322,0.0002411958,0.0003772946,0.00004442667,0.0000756048,0.001912233],"genre_scores_gemma":[0.9982633,0.0001497554,0.00001774864,0.001157738,0.00004744138,0.00004372516,0.0001542858,0.00002147565,0.0001445016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3856307,"threshold_uncertainty_score":0.3244688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475105819717641,"score_gpt":0.3229373499618684,"score_spread":0.288186291764692,"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."}}