{"id":"W4205199792","doi":"10.1136/dtb.2021.000038","title":"Risk from concurrent opioid and benzodiazepine use","year":2021,"lang":"en","type":"article","venue":"Drug and Therapeutics Bulletin","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benzodiazepine; Opioid; Medicine; Psychiatry; Anesthesia; Internal medicine","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":[0.0002425226,0.0002454458,0.0004161504,0.001245821,0.0007191878,0.0006613602,0.0003991857,0.0004838108,0.005702624],"category_scores_gemma":[0.001332676,0.0002724287,0.0005994762,0.001804067,0.0002502268,0.0002318457,0.000606712,0.0007243424,0.0003052639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140788,"about_ca_system_score_gemma":0.002448115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2457133,"about_ca_topic_score_gemma":0.2854718,"domain_scores_codex":[0.9994141,0.00004906101,0.00004567236,0.00005873469,0.0003083674,0.0001241174],"domain_scores_gemma":[0.9990962,0.00008363211,0.0003461073,0.00003461633,0.0001874989,0.0002519964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002288471,0.00004855228,0.9891036,0.0001235779,0.0001943221,0.000436927,0.00008924119,0.00003519019,0.0001725993,0.00004764808,0.00197541,0.007544088],"study_design_scores_gemma":[0.000009701328,0.00004166554,0.9982225,0.00006501171,0.00007156453,0.0006657752,0.0000882344,0.00004346764,0.00002206668,0.00002232181,0.0007412063,0.000006536642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544206,0.02315821,0.0002191422,0.001499223,0.0001660355,0.0001690673,0.009518445,0.00003964352,0.01080964],"genre_scores_gemma":[0.9870186,0.007486535,0.0002356293,0.0002141024,0.0001392842,0.00004088615,0.002737164,0.000008382754,0.002119368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2457133,"threshold_uncertainty_score":0.4885662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577067581630572,"score_gpt":0.2559264944911187,"score_spread":0.240155818674813,"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."}}