{"id":"W2975755148","doi":"10.1136/tsaco-2019-000328","title":"Opioid stewardship after emergency laparoscopic general surgery","year":2019,"lang":"en","type":"article","venue":"Trauma Surgery & Acute Care Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Dosing; Medical prescription; Opioid; Narcotic; Anesthesia; Emergency medicine; Emergency department; Morphine; Retrospective cohort study; Internal medicine; Pharmacology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008860945,0.00009332019,0.0001716413,0.000641501,0.000341717,0.0004666191,0.000278445,0.0002125995,0.001474533],"category_scores_gemma":[0.008987306,0.00008106452,0.0001284347,0.0008618216,0.0003132704,0.0003206432,0.0005327033,0.0004210556,0.0001275565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920283,"about_ca_system_score_gemma":0.001298056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679657,"about_ca_topic_score_gemma":0.003624517,"domain_scores_codex":[0.9988367,0.0003470414,0.0002144778,0.00009539057,0.000342854,0.0001636723],"domain_scores_gemma":[0.99009,0.001870137,0.006268661,0.000196597,0.0007396138,0.0008349758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000535964,0.00007189069,0.9689296,0.0001647918,0.00002639827,0.0008465972,0.0004299592,0.0001088991,0.0003640221,0.0000643677,0.0007812581,0.02815869],"study_design_scores_gemma":[0.000007105592,0.0002364194,0.9922587,0.000199968,0.00001950118,0.00331781,0.001232532,0.0002400896,0.0003686415,0.0001165584,0.001995946,0.000006713435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993529,0.003189907,0.0002782456,0.00132658,0.00002540036,0.00002334341,0.0001112518,0.00001552055,0.00150071],"genre_scores_gemma":[0.9977623,0.0013745,0.0003667392,0.0002039402,0.00004940444,0.000009070265,0.00009285542,0.000003538538,0.0001376039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001679657,"threshold_uncertainty_score":0.004932821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361549327718156,"score_gpt":0.2997706647574345,"score_spread":0.2761551714802529,"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."}}