{"id":"W3010953073","doi":"10.1016/j.pmn.2020.02.033","title":"5D2 Do All Patients Need Opioids after Cardiac Surgery? Nope!","year":2020,"lang":"en","type":"article","venue":"Pain Management Nursing","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Opioid; Acute pain; Intensive care medicine; Analgesic; Anesthesia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003804046,0.0002846006,0.00045088,0.0001553041,0.00006372489,0.00006561421,0.00009682435,0.00005951745,0.0001913687],"category_scores_gemma":[0.00006565051,0.0002714822,0.000256181,0.0003229529,0.00004306367,0.00009719095,0.00006071548,0.0001205206,0.0002569691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376758,"about_ca_system_score_gemma":0.00001922899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057727,"about_ca_topic_score_gemma":1.877326e-7,"domain_scores_codex":[0.9979951,0.0001958533,0.0003352847,0.0005026936,0.0004921408,0.0004788966],"domain_scores_gemma":[0.9991204,0.00009027504,0.00007382555,0.0003930497,0.00005320949,0.0002692084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005142817,0.001057471,0.5952587,0.0007407524,0.0007881054,0.0001528596,0.004804953,0.000009577875,0.00003276591,0.0001105108,0.1170881,0.279442],"study_design_scores_gemma":[0.002910564,0.0006004384,0.775623,0.001581831,0.001765892,5.995097e-7,0.004824937,0.0007665679,0.0002496977,0.0001979587,0.2106439,0.0008346478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053476,0.004030961,0.003216364,0.03320267,0.001918489,0.005043843,0.0000611702,0.0007544305,0.0464244],"genre_scores_gemma":[0.9909846,0.0002203926,0.001539979,0.006113549,0.0001889788,0.0001412568,0.0002975726,0.00007130858,0.000442406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2786074,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346775982417342,"score_gpt":0.2483504947171006,"score_spread":0.2348827348929272,"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."}}