{"id":"W2989808065","doi":"10.1097/tp.0000000000003050","title":"Pretransplant Opioid Use and Survival After Lung Transplantation","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Opioid; Hazard ratio; Internal medicine; Confidence interval; Intensive care unit; Proportional hazards model; Retrospective cohort study; Cohort study; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004497277,0.0001297098,0.0002164165,0.0004881102,0.0002542485,0.0005568808,0.0001996636,0.0002273664,0.003205727],"category_scores_gemma":[0.001834672,0.00008158215,0.0002863786,0.0004740474,0.0002448939,0.000336551,0.0003798777,0.0005365855,0.0002084838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353334,"about_ca_system_score_gemma":0.0003042783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009117041,"about_ca_topic_score_gemma":0.001700264,"domain_scores_codex":[0.9996711,0.00005206096,0.00005113343,0.00004624387,0.00009055007,0.00008885577],"domain_scores_gemma":[0.9962617,0.0005765614,0.002380415,0.00007839952,0.0001799773,0.0005230173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005533545,0.00001574412,0.9988455,0.000009244176,0.00001409348,0.00005085378,0.00001687981,0.00001736229,0.00007733893,0.000004457888,0.00002036571,0.00087282],"study_design_scores_gemma":[0.000001607267,0.0000634631,0.9993026,0.00001023202,0.00001021278,0.0003803646,0.00005378282,0.00005021536,0.00004607476,0.00001005892,0.00006978598,0.000001579579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988549,0.0006299481,0.00004060507,0.00004218959,0.000004626994,0.000002771055,0.0001278786,0.00000231486,0.0002948777],"genre_scores_gemma":[0.9995888,0.000187068,0.00002112914,0.00001377177,0.00001172801,0.00000166057,0.0001184142,6.965859e-7,0.00005679624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003205727,"threshold_uncertainty_score":0.01072419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790963524606653,"score_gpt":0.287858156862799,"score_spread":0.2699485216167324,"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."}}