{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002726967,0.0003140579,0.0004326055,0.00021518,0.00007395192,0.00007870755,0.00006392308,0.0001962154,0.0003255183],"category_scores_gemma":[0.000006761659,0.000279754,0.0001321442,0.0002017663,0.00006078521,0.0006581242,0.000002640482,0.0002560446,0.00006502902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003515401,"about_ca_system_score_gemma":0.00005956681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443076,"about_ca_topic_score_gemma":0.0001036194,"domain_scores_codex":[0.9981215,0.0001309569,0.0004521449,0.0004987147,0.00044237,0.0003543294],"domain_scores_gemma":[0.9991333,0.0002720136,0.000075713,0.0002415721,0.00008772493,0.0001896147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006654307,0.0001009078,0.9473923,0.005806911,0.0001778257,0.0004568216,0.006451881,0.00004033553,0.02932715,0.001408934,0.000007498737,0.002175055],"study_design_scores_gemma":[0.005379203,0.000207982,0.9832941,0.0005915466,0.001002232,0.0006740418,0.0000826391,0.0006059145,0.007531726,0.00007826205,0.0001925891,0.0003597302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965614,0.0002996287,0.03119203,0.0002327678,0.0004719529,0.0009368549,0.0003179905,0.0001609995,0.0007738328],"genre_scores_gemma":[0.9861135,0.005146333,0.006949205,0.000371522,0.00008461758,0.00005301644,0.0007209521,0.00005063579,0.0005102212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03590176,"threshold_uncertainty_score":0.9999655,"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."}}