{"id":"W2889456426","doi":"10.1007/s12350-018-1409-2","title":"Low yield of routine stress testing in patients awaiting liver transplantation","year":2018,"lang":"en","type":"letter","venue":"Journal of Nuclear Cardiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Liver transplantation; Stress testing (software); Yield (engineering); Transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708656,0.0004150455,0.0006513033,0.001026342,0.000965998,0.001335357,0.0007078777,0.004123603,0.002866105],"category_scores_gemma":[0.01915669,0.0003096767,0.0003966105,0.0007995676,0.0007365422,0.0009140508,0.0004378477,0.00286852,0.001102315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007706496,"about_ca_system_score_gemma":0.0007203755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137004,"about_ca_topic_score_gemma":0.001314461,"domain_scores_codex":[0.99873,0.0004702582,0.0001959387,0.0001308423,0.0001977906,0.0002751954],"domain_scores_gemma":[0.9910095,0.005787404,0.0009981949,0.0003274955,0.0007471758,0.001130198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008351926,0.0001478378,0.6910872,0.0001492606,0.00006675072,0.259976,0.0008463477,0.0003544154,0.002095995,0.001197425,0.02228234,0.02096127],"study_design_scores_gemma":[0.0001019979,0.0007604298,0.2905606,0.0005401648,0.0002119843,0.6667065,0.004979165,0.004841542,0.002145313,0.008855729,0.02017796,0.0001186281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7826728,0.007200314,0.001793545,0.1768454,0.003122592,0.00005315734,0.0005065993,0.0001535976,0.02765194],"genre_scores_gemma":[0.9772294,0.001150629,0.0007053733,0.01562194,0.004436914,0.00001637776,0.0001650948,0.00002345999,0.0006508772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004123603,"threshold_uncertainty_score":0.009588122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500246643202275,"score_gpt":0.2380618216009615,"score_spread":0.2130593551689387,"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."}}