{"id":"W2337178747","doi":"10.1016/j.healun.2016.01.601","title":"The Impact of Donor Origin on Survival after Orthotopic Heart Transplantation","year":2016,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Heart transplantation; Transplantation; Cohort; Economic shortage; United Network for Organ Sharing; Multivariate analysis; Retrospective cohort study; Surgery; Organ donation; Internal medicine; Survival analysis","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":[0.003330673,0.0002793052,0.0006553324,0.0006292262,0.0004111686,0.001819025,0.0005729994,0.0005379938,0.002531863],"category_scores_gemma":[0.006466056,0.00009830888,0.0007449907,0.0009931102,0.0007614183,0.001059074,0.0009685972,0.001149016,0.0003895047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006681198,"about_ca_system_score_gemma":0.0005310078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005345767,"about_ca_topic_score_gemma":0.001115397,"domain_scores_codex":[0.9980754,0.0009694465,0.0001646901,0.0001602188,0.0002585464,0.0003717229],"domain_scores_gemma":[0.9914723,0.003745683,0.002382276,0.0005877503,0.0005479375,0.001264074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007285347,0.0005248123,0.9513345,0.0001344491,0.0004114947,0.0005178018,0.0002822323,0.000215036,0.001141308,0.0005469711,0.0004872581,0.0371187],"study_design_scores_gemma":[0.0001035037,0.002068214,0.9917333,0.0001349774,0.00060217,0.001150983,0.0008005865,0.0003810518,0.0008234732,0.0008220208,0.001353632,0.00002607013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917515,0.005109842,0.000289436,0.000389443,0.00009815468,0.000008592649,0.0002552681,0.000004168295,0.002093691],"genre_scores_gemma":[0.9982674,0.0009255573,0.00008259148,0.0001061391,0.0001244219,0.00000524962,0.0001932991,0.000006699247,0.0002886054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003330673,"threshold_uncertainty_score":0.01761454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053307975729458,"score_gpt":0.3453474381976902,"score_spread":0.3248143584403956,"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."}}