{"id":"W4285802783","doi":"10.1001/jamanetworkopen.2022.21430","title":"Feasibility of Prospectively Comparing Opioid Analgesia With Opioid-Free Analgesia After Outpatient General Surgery","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Opioid; Anesthesia; Outpatient surgery; Surgery; Ambulatory; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08681433,0.001354219,0.002881258,0.0008013735,0.0009546971,0.001961691,0.001327089,0.003416924,0.00686944],"category_scores_gemma":[0.1554722,0.001208381,0.003517139,0.001166256,0.002193568,0.003185707,0.001865226,0.002115023,0.0009194022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002807653,"about_ca_system_score_gemma":0.007706411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526287,"about_ca_topic_score_gemma":0.003264233,"domain_scores_codex":[0.8533066,0.1253172,0.01113758,0.003973223,0.004355893,0.001909424],"domain_scores_gemma":[0.8787772,0.06818904,0.03460508,0.007631413,0.006668242,0.004128959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9032965,0.01879738,0.01955548,0.005371781,0.004207676,0.00006562533,0.0006408755,0.00106295,0.001689706,0.0004590648,0.001038687,0.04381429],"study_design_scores_gemma":[0.5532483,0.4020812,0.03512397,0.001165732,0.00274914,0.00005725221,0.0002696296,0.001216715,0.0009022168,0.0007603461,0.00231979,0.000105576],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401508,0.004593106,0.005233132,0.002159829,0.001370966,0.138182,0.002610449,0.0001475242,0.005552225],"genre_scores_gemma":[0.9084795,0.0007704287,0.01284779,0.001053819,0.0003516663,0.07539913,0.0006088357,0.00001763591,0.0004712099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08681433,"threshold_uncertainty_score":0.4591236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098023338897647,"score_gpt":0.2797948925266874,"score_spread":0.248814659137711,"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."}}