{"id":"W4220749267","doi":"10.1148/rg.210147","title":"Cardiac MRI of Hereditary Cardiomyopathy","year":2022,"lang":"en","type":"review","venue":"Radiographics","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cardiomyopathy; Restrictive cardiomyopathy; Cardiology; Hypertrophic cardiomyopathy; Internal medicine; Cardiac amyloidosis; Amyloidosis; Muscular dystrophy; Fabry disease; Dilated cardiomyopathy; Disease; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008471743,0.0006437332,0.005566048,0.00116446,0.0001750974,0.00001074971,0.0002787654,0.0003834122,0.00007599442],"category_scores_gemma":[0.0000948085,0.0005590118,0.00653377,0.002459503,0.0003214399,0.00004220169,0.0002932595,0.001059676,0.000007487849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363494,"about_ca_system_score_gemma":0.000460987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000455623,"about_ca_topic_score_gemma":6.837868e-7,"domain_scores_codex":[0.9967648,0.0003542218,0.0009290524,0.0006454156,0.0008571525,0.0004493659],"domain_scores_gemma":[0.9976568,0.0004190941,0.000419918,0.001201823,0.0001058291,0.0001965432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003480388,0.000128794,0.0003879661,0.04340425,0.006880632,0.0007623364,0.0001837896,6.893306e-7,2.445021e-7,0.0003694003,0.03693063,0.9109164],"study_design_scores_gemma":[0.0002846323,0.0002468656,0.00006011366,0.003804028,0.01316639,0.000760518,0.0001658038,2.666523e-7,4.342141e-7,0.00001831995,0.9810687,0.0004239667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008391577,0.9852527,0.0000163025,0.00002056191,0.002687871,0.001315223,0.0007735516,0.0001239038,0.009801432],"genre_scores_gemma":[0.00001839259,0.9971578,0.0002124103,0.00003474367,0.001254516,0.0003538877,0.000573163,0.0001338121,0.0002612573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9441381,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04971332713224198,"score_gpt":0.3202107976149495,"score_spread":0.2704974704827075,"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."}}