{"id":"W4200316841","doi":"10.21203/rs.3.rs-1118268/v1","title":"Opioid use in Older Orthopedic Rehabilitation Inpatients: A Retrospective Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Rehabilitation; Opioid; Retrospective cohort study; Perioperative; Physical therapy; Population; Orthopedic Procedures; Morphine; Observational study; Emergency medicine; Internal medicine; Anesthesia; Surgery","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":[0.0008132267,0.0002662915,0.0004973144,0.001395718,0.0007597408,0.0007797096,0.0004314433,0.0004011302,0.001241616],"category_scores_gemma":[0.001893168,0.000418666,0.0004689217,0.002183758,0.0004746737,0.0006149834,0.0006078045,0.0004486082,0.0003058419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000827376,"about_ca_system_score_gemma":0.0008515416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0191588,"about_ca_topic_score_gemma":0.02454064,"domain_scores_codex":[0.9989416,0.0001813158,0.0002609845,0.0002132899,0.0002587079,0.0001441098],"domain_scores_gemma":[0.9973264,0.0003400397,0.001474407,0.0001557888,0.0003561306,0.0003473945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002803465,0.00002474936,0.999364,0.0000129592,0.00001383995,0.00006537569,0.00009312847,0.000004098227,0.00004396997,0.000002790966,0.00002768092,0.000319441],"study_design_scores_gemma":[0.000005966933,0.0002089027,0.9981729,0.00002448116,0.00003057225,0.0005287522,0.0007695133,0.00004944801,0.00003542231,0.000004909506,0.0001650096,0.000004030707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991465,0.0002673494,0.00004609366,0.00001453615,0.00000290727,0.00002366249,0.0002715116,0.000001422292,0.0002260087],"genre_scores_gemma":[0.999195,0.000257897,0.0000616689,0.00004524703,0.000009318864,0.0000208521,0.0003472407,0.000001073374,0.00006174334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191588,"threshold_uncertainty_score":0.03809452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508157503187497,"score_gpt":0.4048645176307632,"score_spread":0.3597829425988882,"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."}}