{"id":"W2546484112","doi":"10.1161/circimaging.111.966085","title":"Utility of Cardiovascular Magnetic Resonance in Identifying Substrate for Malignant Ventricular Arrhythmias","year":2011,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Health Research Board","keywords":"Medicine; Magnetic resonance imaging; Ventricular tachycardia; Sudden cardiac death; Cardiology; Radiology; Internal medicine; Cardiac magnetic resonance imaging; Cardiac imaging","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":[0.002427228,0.000408733,0.0002211002,0.001087552,0.0001344268,0.0004550157,0.0003458689,0.0005771982,0.000607627],"category_scores_gemma":[0.01581213,0.0001458893,0.000171251,0.0002320198,0.0003295757,0.0004467523,0.0004817799,0.0003393992,0.0003244934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299783,"about_ca_system_score_gemma":0.0001503883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208431,"about_ca_topic_score_gemma":0.0004271379,"domain_scores_codex":[0.9991121,0.0004322125,0.0001206403,0.0001149824,0.000154017,0.00006609812],"domain_scores_gemma":[0.9939544,0.003310354,0.001222045,0.0003108894,0.00080739,0.0003949847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005955093,0.00005146202,0.9797493,0.00002995836,0.00002829017,0.0003777721,0.00005549326,0.0002068527,0.003113746,0.00002502926,0.00008932363,0.01567722],"study_design_scores_gemma":[0.00007983206,0.001611338,0.9726192,0.000072623,0.0001572184,0.01022367,0.000216084,0.007559974,0.006742734,0.000193945,0.0005036187,0.00001970722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970962,0.001020704,0.00102968,0.0000829069,0.00001230709,0.00002553716,0.00005498757,0.00001864906,0.0006590883],"genre_scores_gemma":[0.9982925,0.0002087441,0.001328081,0.00003575818,0.00003430861,0.000007720972,0.00005906986,0.000002677637,0.00003113924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002427228,"threshold_uncertainty_score":0.01283658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040530726410301,"score_gpt":0.2563302455560446,"score_spread":0.2157995191457436,"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."}}