{"id":"W2187436877","doi":"10.1155/2015/897491","title":"Opioid Use among Same‐Day Surgery Patients: Prevalence, Management and Outcomes","year":2015,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Thunder Bay Regional Health Sciences Centre; University of Ottawa","funders":"","keywords":"Medicine; Opioid; Pain management; General surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.003116092,0.0002287672,0.0003301196,0.0005749391,0.0001449555,0.0001545994,0.0001049271,0.00005105719,0.00003566975],"category_scores_gemma":[0.0003405313,0.0001798337,0.00005797861,0.000325595,0.0002220636,0.0002086158,0.0005165392,0.0001595594,0.00003930368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577258,"about_ca_system_score_gemma":0.00002682231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130966,"about_ca_topic_score_gemma":0.00002419151,"domain_scores_codex":[0.9970464,0.0003807716,0.0002967229,0.0005661926,0.001064424,0.0006454625],"domain_scores_gemma":[0.9982455,0.000451795,0.00004672634,0.0005259761,0.0001977118,0.0005322624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117067,0.0007638424,0.9110156,0.001701641,0.0003724822,0.0001642623,0.0004353628,5.421008e-7,1.770422e-7,0.0009047253,0.04550483,0.03902479],"study_design_scores_gemma":[0.002006027,0.0004150814,0.9552084,0.0003408655,0.00009813372,6.187257e-7,0.00146502,0.00007098706,0.000004600255,0.0008594371,0.03936386,0.0001670156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864973,0.001582298,0.0001710831,0.001215928,0.0001336582,0.003290846,0.00001494731,0.00009465095,0.006999281],"genre_scores_gemma":[0.9243014,0.01920872,0.00253312,0.0008309539,0.00005022237,0.001033042,0.0001402249,0.00006344447,0.05183889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06219592,"threshold_uncertainty_score":0.7333404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06683314013978285,"score_gpt":0.3364737425345237,"score_spread":0.2696406023947408,"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."}}