{"id":"W4394801432","doi":"10.1213/ane.0000000000006953","title":"Postpartum Opioid Prescribing and Persistent Use in Western Countries","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid; Medicine; 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":[0.0003305212,0.0001123391,0.00015857,0.0005270949,0.0004246876,0.0005747678,0.0002080709,0.0002532191,0.001490228],"category_scores_gemma":[0.001377884,0.0001631595,0.0001818379,0.001884033,0.0002821459,0.0003543428,0.0004117698,0.0004287133,0.0002216384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409121,"about_ca_system_score_gemma":0.000550011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03085834,"about_ca_topic_score_gemma":0.02750039,"domain_scores_codex":[0.9997672,0.00006282882,0.00005057979,0.00002813987,0.00004497193,0.00004638701],"domain_scores_gemma":[0.9994131,0.00006914286,0.0003097556,0.00003205601,0.00009008095,0.00008588382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009280214,0.00007334962,0.973217,0.0002006213,0.00006945158,0.0005936021,0.001125977,0.00004070233,0.0001669856,0.0001998283,0.003207193,0.0210125],"study_design_scores_gemma":[0.000005139308,0.00005370569,0.99479,0.0003832158,0.00002732066,0.0007358816,0.001961752,0.00006461095,0.00003599002,0.00005307736,0.001883397,0.000005919037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741795,0.01384605,0.00007779896,0.002027608,0.00009494549,0.00001997425,0.00138111,0.000009905698,0.008363012],"genre_scores_gemma":[0.9850404,0.01305814,0.0001677298,0.0007131064,0.00006759509,0.00001975035,0.0005033409,0.000004723127,0.0004251408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085834,"threshold_uncertainty_score":0.06135744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865092105970377,"score_gpt":0.2563800566433351,"score_spread":0.2377291355836313,"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."}}