{"id":"W4323237513","doi":"10.1503/cjs.012017","title":"Can we reduce ischemic cholangiopathy rates in donation after cardiac death liver transplantation after 10 years of practice? Canadian single-centre experience","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Incidence (geometry); Transplantation; Donation; Mortality rate; Ischemia; Internal medicine; Survival rate; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002540745,0.0002668911,0.000283698,0.0007526719,0.001487364,0.001601984,0.001142389,0.0006595024,0.002952819],"category_scores_gemma":[0.009929937,0.0001862256,0.0004240292,0.001695195,0.0008727707,0.0007206348,0.001168775,0.0006916223,0.0003249101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365718,"about_ca_system_score_gemma":0.02958564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5250964,"about_ca_topic_score_gemma":0.7388288,"domain_scores_codex":[0.9982947,0.0002914247,0.00009692684,0.0001575318,0.0004368304,0.0007226857],"domain_scores_gemma":[0.9863659,0.0007492366,0.002629866,0.000352143,0.002982587,0.006920252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007706281,0.0006367995,0.8628631,0.0002722494,0.00007501196,0.001349502,0.003089103,0.0007489502,0.0009983488,0.0004843323,0.007497742,0.1212141],"study_design_scores_gemma":[0.0001560434,0.0008269814,0.9839047,0.0003881962,0.00003758727,0.001692729,0.003062939,0.0007412696,0.0003060748,0.000221441,0.00860183,0.00006021242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882284,0.002298436,0.0003869188,0.004941874,0.000113878,0.00008321969,0.0003081983,0.0000396797,0.003599372],"genre_scores_gemma":[0.9961041,0.001586743,0.0007080471,0.0007249485,0.0000713878,0.00003001275,0.0002323145,0.00001293474,0.0005296288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4749036,"threshold_uncertainty_score":0.9554009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779628828921497,"score_gpt":0.2721137417112534,"score_spread":0.2443174534220384,"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."}}