{"id":"W4367598814","doi":"10.1097/crd.0000000000000559","title":"Part 1: The Clinical Applications of Left Ventricular Myocardial Strain","year":2023,"lang":"en","type":"article","venue":"Cardiology in Review","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Toronto General Hospital","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Heart failure; Strain (injury); Disease; Cardiac function curve; Ventricular function","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":[],"consensus_categories":[],"category_scores_codex":[0.002431903,0.00009156055,0.0008601766,0.00006444426,0.00003119688,0.000001513118,0.00009611643,0.0001209733,0.00006140953],"category_scores_gemma":[0.0004391139,0.00005544613,0.001065415,0.0005012917,0.0001834997,0.000009909976,0.00004121636,0.0002805592,0.0002303085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001940689,"about_ca_system_score_gemma":0.00008637665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002734371,"about_ca_topic_score_gemma":8.23879e-7,"domain_scores_codex":[0.9984338,0.0005072185,0.0005255709,0.0002140239,0.0001563588,0.0001630399],"domain_scores_gemma":[0.9989674,0.000227008,0.00007851636,0.0005954609,0.00007050869,0.00006109166],"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":[0.00002812697,0.00005913321,0.6678516,0.001684872,0.001742206,0.0004330888,0.0000374187,0.0001663298,0.00001931501,0.0006594307,0.1635199,0.1637987],"study_design_scores_gemma":[0.0003073908,0.00002979541,0.2542732,0.0002642841,0.0004133758,0.0002688265,0.00003636025,0.000003734315,0.000001682399,0.00003202101,0.7443233,0.00004606106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.097318,0.8400088,0.003445122,0.01972696,0.005796823,0.01222691,0.0002466808,0.0005189023,0.0207118],"genre_scores_gemma":[0.1738013,0.820647,0.00003857339,0.002819154,0.001474767,0.0003797799,0.0003254462,0.00002917376,0.0004848427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5808033,"threshold_uncertainty_score":0.2960226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05798391915282804,"score_gpt":0.3677892862108997,"score_spread":0.3098053670580717,"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."}}