{"id":"W2894895068","doi":"10.1097/tp.0000000000002467","title":"The Effect of the Opioid Epidemic on Donation After Circulatory Death Transplantation Outcomes","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Donation; Circulatory system; Transplantation; Opioid epidemic; Intensive care medicine; Opioid; 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":[0.0005316754,0.0002018386,0.0002246298,0.0001157909,0.0002611664,0.0000192855,0.0001211141,0.0001182595,0.0000658276],"category_scores_gemma":[0.00004261663,0.0001110685,0.0001783782,0.0002394929,0.0001608298,0.0001368371,0.00000237582,0.0001826477,0.00006122403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006366277,"about_ca_system_score_gemma":0.00005068721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003257861,"about_ca_topic_score_gemma":0.000108677,"domain_scores_codex":[0.99834,0.0002407663,0.0004307222,0.0002402577,0.0005503979,0.0001978604],"domain_scores_gemma":[0.9988204,0.000557521,0.0001586684,0.0002836401,0.0001239858,0.00005580728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007634616,0.00009623776,0.9459006,0.001133024,0.0002283511,0.00001894374,0.003806186,0.00006050636,0.02625069,0.00420685,0.00005937995,0.01060463],"study_design_scores_gemma":[0.002895956,0.0004632599,0.8608912,0.0002080759,0.0004806037,0.00005730542,0.00001358442,0.0001675362,0.1343623,0.000166989,0.0001889614,0.0001042458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942302,0.00006435307,0.001753729,0.0007684267,0.0005423328,0.0008911598,0.00006142158,0.00006703378,0.001621372],"genre_scores_gemma":[0.9986288,0.0003587954,0.00005835637,0.0004346733,0.0001110657,0.00007068416,0.0001287196,0.00002618332,0.0001827475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081116,"threshold_uncertainty_score":0.4529243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515560571595676,"score_gpt":0.2737478357376761,"score_spread":0.2642322751660804,"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."}}