{"id":"W4367834396","doi":"10.1503/cjs.008122","title":"Optimizing opioid prescribing practices after minimally invasive lung resection through a quality-improvement intervention","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Guideline; Medical prescription; Psychological intervention; Opioid; Intervention (counseling); Cardiothoracic surgery; Ambulatory; Quality management; Emergency medicine; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01185249,0.0005047002,0.0003439448,0.001034405,0.0009198923,0.001089665,0.001051943,0.0005453939,0.0008358518],"category_scores_gemma":[0.02049701,0.0002267275,0.0006759205,0.001028705,0.0006263231,0.0007763436,0.001667543,0.00072557,0.00005905275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004652367,"about_ca_system_score_gemma":0.01635941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393212,"about_ca_topic_score_gemma":0.02371736,"domain_scores_codex":[0.9900842,0.005674902,0.0007297815,0.0006552533,0.001793849,0.001062019],"domain_scores_gemma":[0.9833708,0.00428542,0.006005081,0.0006042111,0.00219367,0.003540887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003419093,0.03720584,0.4223028,0.001883164,0.0006315387,0.0002048806,0.003808689,0.007239794,0.003715472,0.0007314018,0.005467889,0.5133894],"study_design_scores_gemma":[0.003509787,0.03538438,0.9354646,0.0008001295,0.0005641336,0.0001526461,0.002937731,0.01094395,0.004030799,0.0005070902,0.005626345,0.0000782993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866207,0.0006925664,0.004374248,0.002904077,0.00007811035,0.003370318,0.0002362136,0.0001695618,0.001554323],"genre_scores_gemma":[0.9740733,0.000401605,0.02267395,0.0005670945,0.000061989,0.00172201,0.0002487406,0.000005752627,0.0002454181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393212,"threshold_uncertainty_score":0.06268269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07696808421823986,"score_gpt":0.3370196452815797,"score_spread":0.2600515610633398,"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."}}