{"id":"W2925222500","doi":"10.6004/jnccn.2018.7231","title":"EPR19-069: Opioid Use Among Cancer Patients Undergoing Surgery and Their Associated Risk of Re-admissions and Emergency Department Visits in the 1-Year Postsurgical Period","year":2019,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Hydromorphone; Emergency department; Emergency medicine; Oxycodone; Medical prescription; Opioid; Pharmacy; Health care; Prospective cohort study; Medical emergency; Family medicine; Internal medicine; Psychiatry","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":[0.0004931566,0.0002556052,0.0002178088,0.0004345953,0.000455307,0.0005368031,0.000603098,0.0004157159,0.005880177],"category_scores_gemma":[0.001501615,0.0001491008,0.0004482421,0.0009537847,0.0001944184,0.0002247939,0.0004057267,0.0006825246,0.0005655861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158993,"about_ca_system_score_gemma":0.002503159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3622484,"about_ca_topic_score_gemma":0.4312029,"domain_scores_codex":[0.9997242,0.00004342154,0.00002311495,0.00004671152,0.00007139542,0.00009118534],"domain_scores_gemma":[0.998724,0.0001112105,0.0005194137,0.00004308504,0.000275818,0.0003263033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136717,0.0000480956,0.9974789,0.00001446839,0.00002801589,0.00002717573,0.00002535231,0.00003262536,0.00005844139,0.000008191802,0.000606967,0.001535118],"study_design_scores_gemma":[0.000007927719,0.00006203911,0.9994962,0.000005703324,0.00001099427,0.00002572861,0.0000519884,0.0000725357,0.00001341751,0.000003107312,0.0002485783,0.000001824184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909177,0.0002659715,0.00006420986,0.0002838595,0.00001483499,0.00003735843,0.007417533,0.000009868731,0.0009886229],"genre_scores_gemma":[0.9933445,0.0001405206,0.0001138964,0.0001235617,0.00001973993,0.00002996422,0.004548959,0.000004557985,0.001674171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3622484,"threshold_uncertainty_score":0.7202798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07602377924189122,"score_gpt":0.3607258430565538,"score_spread":0.2847020638146626,"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."}}