{"id":"W4403226949","doi":"10.1016/j.cjca.2024.08.165","title":"THE DIAGNOSTIC AND PROGNOSTIC ROLE OF CARDIAC BIOMARKERS IN PREDICTING MAJOR ADVERSE CARDIAC EVENTS IN PATIENTS WITH SUSPECTED GENETIC CARDIOMYOPATHIES","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Cardiomyopathy; Intensive care medicine; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783726,0.0007899051,0.0006199885,0.001184447,0.0005520631,0.001175075,0.0007190562,0.001399328,0.001075368],"category_scores_gemma":[0.009118612,0.0003018547,0.0005816566,0.000759317,0.0006034237,0.0007422504,0.0004301229,0.001221142,0.0002089383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006431846,"about_ca_system_score_gemma":0.000788693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00889608,"about_ca_topic_score_gemma":0.01499311,"domain_scores_codex":[0.9992076,0.0002495193,0.0001018843,0.0001056296,0.0001853625,0.0001500803],"domain_scores_gemma":[0.9961072,0.001953317,0.0006501463,0.0001503255,0.000543308,0.0005957783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003744805,0.00004616266,0.9958887,0.00001396864,0.00006800916,0.000225261,0.00003380519,0.000101546,0.0002870593,0.00005026704,0.0001323875,0.002778462],"study_design_scores_gemma":[0.00003488476,0.0002231291,0.9963797,0.00003583919,0.0001733585,0.0008626445,0.0001984669,0.001330398,0.0002277814,0.0001810866,0.0003387146,0.00001402894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915546,0.004723909,0.0001985835,0.0007364802,0.00007872986,0.00001172933,0.0002503085,0.000007885207,0.002437758],"genre_scores_gemma":[0.9986545,0.0005708276,0.000251939,0.0001134658,0.0001088881,0.000003956612,0.0001548736,0.000001976397,0.0001395456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00889608,"threshold_uncertainty_score":0.01768863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003483681723564097,"score_gpt":0.1951670303710028,"score_spread":0.1916833486474387,"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."}}