{"id":"W4388124991","doi":"10.1016/j.jcmg.2023.08.008","title":"Comprehensive Myocardial Assessment by Computed Tomography","year":2023,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"British Heart Foundation","keywords":"Computed tomography; Medical physics; Medicine; Radiology; 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":[0.0004272718,0.000858559,0.0006492414,0.002361962,0.0005203774,0.0007441732,0.0004136742,0.0006155223,0.007543238],"category_scores_gemma":[0.001233424,0.0001998486,0.0004685741,0.000900723,0.0002567848,0.0005908537,0.0006554602,0.0007071971,0.002506519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317347,"about_ca_system_score_gemma":0.001104488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320433,"about_ca_topic_score_gemma":0.007277214,"domain_scores_codex":[0.9996382,0.00006948852,0.00004474326,0.00005339651,0.00009715471,0.00009708136],"domain_scores_gemma":[0.9995325,0.00005217476,0.00006219046,0.00004602988,0.0001811212,0.0001260152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001313812,0.0006528791,0.622663,0.0005400327,0.0005437707,0.0283898,0.0002227059,0.0008567235,0.01285085,0.002329274,0.0816346,0.2480026],"study_design_scores_gemma":[0.0002580842,0.0009758905,0.8451524,0.001299874,0.0004749989,0.05907833,0.0005966475,0.003065247,0.005075396,0.003163659,0.08074664,0.0001129906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4758225,0.05229755,0.02698292,0.0131861,0.001911031,0.002243163,0.01635561,0.001127647,0.4100734],"genre_scores_gemma":[0.9273075,0.01853623,0.0137006,0.005043991,0.003516619,0.0004331141,0.008370939,0.0001261818,0.02296479],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007543238,"threshold_uncertainty_score":0.02523464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201454035195367,"score_gpt":0.3133889556953983,"score_spread":0.3013744153434446,"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."}}