{"id":"W2063486906","doi":"10.1016/j.jcmg.2014.10.002","title":"Myocardial T1: The Rise of a Novel Biomarker Continues","year":2014,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal; University of Calgary","funders":"","keywords":"Biomarker; Process (computing); Disease; Computational biology; Medicine; Computer science; Biology; Internal medicine; Genetics","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":[0.001824205,0.0004040262,0.001414293,0.000403801,0.0002050445,0.00008240378,0.000364227,0.0004687818,0.00006502041],"category_scores_gemma":[0.0003558542,0.0002765177,0.00332361,0.0003907553,0.0007071243,0.00009937325,0.0002456855,0.002233284,0.00007440491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009803449,"about_ca_system_score_gemma":0.0001663666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000581442,"about_ca_topic_score_gemma":8.948835e-7,"domain_scores_codex":[0.9969196,0.0004764772,0.0005013535,0.000577179,0.0008903382,0.000635001],"domain_scores_gemma":[0.9970897,0.0001878533,0.0001653985,0.001996439,0.0005048248,0.00005577518],"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":[0.00005339937,0.00005624658,0.002781257,0.0003009542,0.01130807,0.000323502,0.00006860749,0.000008711531,0.001973658,0.000006879633,0.947512,0.03560671],"study_design_scores_gemma":[0.002053373,0.00004845646,0.005119325,0.0002485424,0.002160496,0.001038184,0.00004037091,0.0004795184,0.0002862758,0.000009342165,0.9882443,0.0002718458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007188906,0.1436974,0.01894114,0.7733598,0.003592976,0.003729209,0.0001380087,0.0003807283,0.04897179],"genre_scores_gemma":[0.312664,0.006465423,0.002490008,0.6260901,0.03497496,0.001176495,0.001081652,0.001185932,0.01387139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3054751,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578189529104125,"score_gpt":0.2918647549211924,"score_spread":0.2560828596301511,"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."}}