{"id":"W2148680267","doi":"10.1016/j.ahj.2011.03.024","title":"Incremental value of echocardiographic assessment beyond clinical evaluation for prediction of death and development of heart failure after high-risk myocardial infarction","year":2011,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Myocardial infarction; Heart failure; Cardiology; Internal medicine; Risk assessment; Intensive care medicine","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":[0.01126538,0.003216862,0.002761378,0.001733262,0.0007199431,0.003396748,0.003025728,0.004241962,0.001635227],"category_scores_gemma":[0.04353683,0.001023068,0.002416494,0.001057533,0.001323295,0.003918425,0.001931155,0.004474474,0.0006201267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006914937,"about_ca_system_score_gemma":0.00270333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004489363,"about_ca_topic_score_gemma":0.005007938,"domain_scores_codex":[0.9948807,0.002597946,0.000346924,0.0006741778,0.0009155057,0.000584862],"domain_scores_gemma":[0.9431821,0.04366462,0.002156918,0.002867415,0.003227768,0.004901056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004198985,0.0004140598,0.9857103,0.00005157597,0.0007366118,0.0004212277,0.00006553808,0.001659608,0.0006419728,0.0001503321,0.000299537,0.005650264],"study_design_scores_gemma":[0.0004185691,0.002284749,0.9547128,0.00008132663,0.003738908,0.001367601,0.0003097679,0.03366152,0.001081635,0.001482208,0.0007409466,0.0001199372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988172,0.003010788,0.001603586,0.001236005,0.0005350827,0.00006572055,0.0008571658,0.00007937117,0.004440349],"genre_scores_gemma":[0.9972562,0.0004329062,0.0007182771,0.0001751431,0.0005281265,0.00001791795,0.0005179349,0.00001218951,0.0003413664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126538,"threshold_uncertainty_score":0.05957776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03533318615450518,"score_gpt":0.324953177463958,"score_spread":0.2896199913094528,"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."}}