{"id":"W208742862","doi":"10.1155/2012/857063","title":"Cardiac Work-Up Protocol for Liver Transplant Candidates: Experience from a Single Liver Transplant Centre","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Coronary artery disease; Transplantation; Internal medicine; Cardiology; Diabetes mellitus; 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":[0.003580998,0.0006231923,0.0003651617,0.000718663,0.0009235417,0.0008446702,0.0007902635,0.0004509831,0.003252923],"category_scores_gemma":[0.005660918,0.0002980781,0.0003016148,0.0006164584,0.0006699415,0.000593962,0.001504033,0.0008038109,0.0008605319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401153,"about_ca_system_score_gemma":0.001807687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605858,"about_ca_topic_score_gemma":0.004713478,"domain_scores_codex":[0.9982029,0.0007354402,0.000191845,0.0002898876,0.0003036085,0.0002763124],"domain_scores_gemma":[0.9939243,0.001068921,0.001182136,0.000515929,0.0006257662,0.00268299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009744008,0.003314425,0.9223094,0.0001288924,0.00004055934,0.004219222,0.002668255,0.0003817841,0.002786387,0.00006037299,0.001558951,0.06155741],"study_design_scores_gemma":[0.0003770797,0.007480136,0.9753147,0.0001183266,0.00004811178,0.008851614,0.0029087,0.001118831,0.001343539,0.00007896726,0.002299478,0.00006030024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975603,0.0003172989,0.0006539099,0.0001838561,0.00001672812,0.0002785355,0.00006018613,0.00003730882,0.0008919403],"genre_scores_gemma":[0.9967875,0.0002628924,0.001877083,0.0002512365,0.00005719037,0.000170078,0.0002503546,0.00001365985,0.0003299485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003580998,"threshold_uncertainty_score":0.01893836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420213045087913,"score_gpt":0.2943241595940459,"score_spread":0.2523028550852546,"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."}}