{"id":"W3160751144","doi":"10.1016/j.jcmg.2021.01.027","title":"Multimodality Imaging Assessment of Myocardial Fibrosis","year":2021,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Myocardial fibrosis; Magnetic resonance imaging; Cardiac magnetic resonance; Cardiac imaging; Nuclear imaging; Fibrosis; Multimodality; Cardiology; Cardiac magnetic resonance imaging; Radiology; Internal medicine; Nuclear medicine; Computer science","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":[0.0008233257,0.001100583,0.002407222,0.002408293,0.0001551258,0.001144823,0.0009442744,0.001048741,0.00344008],"category_scores_gemma":[0.001532365,0.0003494339,0.0008684256,0.001424123,0.0004807647,0.001139342,0.0006692644,0.001897679,0.001826332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004666212,"about_ca_system_score_gemma":0.0008644855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600783,"about_ca_topic_score_gemma":0.00309704,"domain_scores_codex":[0.9997662,0.0000487617,0.00003928387,0.00004727711,0.00007590326,0.00002250807],"domain_scores_gemma":[0.9992236,0.0004409644,0.0001213468,0.00001497833,0.0001561392,0.00004297102],"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":[0.000108566,0.00004681368,0.0002755692,0.01377912,0.000189434,0.0001372417,0.00001755002,0.0001604864,0.00076241,0.000938547,0.02279162,0.9607928],"study_design_scores_gemma":[0.0003183301,0.0004694369,0.008513255,0.03548985,0.001929177,0.005513052,0.0001176683,0.0007081687,0.001136051,0.003902017,0.9417723,0.0001306424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004426752,0.9993371,0.00007312379,0.0001167991,0.0000907558,0.000003626578,0.00001196412,0.000004299552,0.0003179468],"genre_scores_gemma":[0.0006197687,0.9981394,0.0002332256,0.0002961422,0.0003838803,0.000008257587,0.00003752701,0.000002092983,0.000279808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00344008,"threshold_uncertainty_score":0.01150823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933105267941587,"score_gpt":0.354037448178442,"score_spread":0.3247063954990261,"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."}}