{"id":"W2906989814","doi":"10.2215/cjn.10510918","title":"Screening Transplant Waitlist Candidates for Coronary Artery Disease","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronary artery disease; Asymptomatic; Intensive care medicine; Revascularization; Transplantation; Disease; Randomized controlled trial; Gold standard (test); Internal medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002295892,0.000236091,0.0003278805,0.0003413538,0.001653634,0.0008645287,0.000391891,0.001136852,0.01195789],"category_scores_gemma":[0.00115951,0.0001100817,0.0002776612,0.0003313658,0.0005530097,0.001058958,0.0006266838,0.002043048,0.001466695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005655758,"about_ca_system_score_gemma":0.0009446497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962521,"about_ca_topic_score_gemma":0.003363755,"domain_scores_codex":[0.9997963,0.00004072591,0.00001491751,0.0000375481,0.00004560885,0.00006491184],"domain_scores_gemma":[0.9995797,0.00006850316,0.00005999225,0.00001014818,0.0000263361,0.0002554052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006530175,0.001893518,0.2440456,0.0006291068,0.0001054696,0.08454512,0.002810982,0.0008579657,0.006010959,0.00640177,0.3680527,0.2839938],"study_design_scores_gemma":[0.0004410817,0.005245551,0.2690719,0.00596488,0.0003292989,0.3312842,0.007424911,0.003639647,0.0023972,0.02540065,0.3485252,0.0002754795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3999754,0.03415512,0.006824832,0.3817841,0.007664711,0.0008357721,0.001547891,0.001135392,0.1660769],"genre_scores_gemma":[0.7998697,0.02502414,0.004664215,0.1333624,0.01090525,0.0003069531,0.0008580108,0.0001341666,0.02487521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195789,"threshold_uncertainty_score":0.04000312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07019809068492618,"score_gpt":0.4056108421542863,"score_spread":0.3354127514693602,"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."}}