{"id":"W3152757931","doi":"10.1002/jso.26504","title":"Postoperative duration of opioid use and acute healthcare services use in cancer patients hospitalized for thoracic surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; St. Mary's University; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Réseau de cancérologie Rossy; Faculty of Medicine, McGill University","keywords":"Medicine; Opioid; Emergency medicine; Health care; Emergency department; Acute care; Prospective cohort study; Cohort study; Adverse effect; Anesthesia; Confidence interval; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138855,0.00009376331,0.0006359017,0.0001669617,0.00002802315,0.00001904767,0.00003431437,0.0001166749,0.00002622802],"category_scores_gemma":[0.0001374792,0.00007108189,0.0001183643,0.0001767278,0.00003750945,0.0003477438,0.00003164382,0.0001583077,2.491793e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293518,"about_ca_system_score_gemma":0.0002912592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009589337,"about_ca_topic_score_gemma":0.0002405753,"domain_scores_codex":[0.9986776,0.0002095151,0.0006619179,0.0001242315,0.0001747131,0.0001520735],"domain_scores_gemma":[0.9979169,0.0006870249,0.0004371146,0.00006818723,0.0007837312,0.0001069938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003202124,0.0004964144,0.9866559,0.0003076206,0.0001748741,0.0006989297,0.0006673004,0.000004554491,0.00036372,0.00006335595,0.0004871878,0.006878019],"study_design_scores_gemma":[0.003313272,0.001306761,0.9607983,0.0004396428,0.0001837087,0.00003784373,0.0002304481,0.0001347986,0.0007528507,0.00005337653,0.03266038,0.00008859033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921055,0.000611512,0.00001278869,0.006686279,0.0002765958,0.0002682966,0.00002390922,0.000002893594,0.00001225577],"genre_scores_gemma":[0.9882436,0.009627146,0.000936252,0.0009144915,0.00008783153,0.00001111369,0.00004435107,0.000009478646,0.0001257786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0321732,"threshold_uncertainty_score":0.2898635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158514641708468,"score_gpt":0.3685720645098579,"score_spread":0.3269869180927732,"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."}}