{"id":"W3087571696","doi":"10.1016/j.jacc.2020.08.029","title":"GadaCAD","year":2020,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"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":[0.0007174528,0.0004973785,0.00040733,0.0006835187,0.00235087,0.003659627,0.0007453092,0.00972668,0.3574261],"category_scores_gemma":[0.004854698,0.0003323498,0.0004423386,0.0003038102,0.0006498629,0.001017306,0.001961848,0.00688221,0.2579614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122645,"about_ca_system_score_gemma":0.001995407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603058,"about_ca_topic_score_gemma":0.009324903,"domain_scores_codex":[0.9992107,0.0001161623,0.00003473591,0.0001547358,0.0002690189,0.0002146314],"domain_scores_gemma":[0.9984372,0.0002789681,0.00007664019,0.00009643409,0.000403871,0.0007069322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002294947,0.00001370954,0.0001587045,0.00001699152,0.000001852051,0.0004723428,0.00002261667,0.00001407876,0.0001039412,0.002635613,0.985902,0.01063533],"study_design_scores_gemma":[0.000008906459,0.000007735224,0.0001802961,0.00002936782,0.000001035512,0.0003121191,0.00002805372,0.00002485199,0.00002610494,0.0008264282,0.9985523,0.000002740034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089879,0.002441167,0.0004632795,0.2408376,0.03609472,0.00008996694,0.0006136049,0.0005815949,0.7177882],"genre_scores_gemma":[0.00390054,0.0006537688,0.0002119483,0.08508843,0.004432601,0.00003763048,0.0002108047,0.0001031638,0.9053612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3574261,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157382590020813,"score_gpt":0.3030632446516592,"score_spread":0.2814894187514511,"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."}}