{"id":"W2081723855","doi":"10.1053/euje.4.2.134","title":"Myocardial Performance Index as Predictor of Adverse Outcomes Following Mitral Valve Surgery","year":2003,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Index (typography); Adverse effect; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005123509,0.0004142954,0.001481865,0.0005225752,0.0003312427,0.00005112441,0.0001348277,0.00006537214,0.0001155682],"category_scores_gemma":[0.0009403328,0.0003470996,0.02099453,0.0004332169,0.000122912,0.000427695,0.00006254781,0.0008579589,0.0001569008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509221,"about_ca_system_score_gemma":0.0003381848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002226404,"about_ca_topic_score_gemma":1.357197e-7,"domain_scores_codex":[0.9951208,0.001219388,0.0008873397,0.000457954,0.001663122,0.0006513726],"domain_scores_gemma":[0.9979854,0.0001379177,0.0001799925,0.0008884162,0.0002769901,0.000531307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004991484,0.0000578457,0.9795204,0.00006344488,0.01159108,0.001067834,0.0001997436,0.0007112937,0.0001288529,0.000002847523,0.001085317,0.005521405],"study_design_scores_gemma":[0.002513517,0.00004795023,0.8613687,0.0002658641,0.002659405,0.00692982,0.000337922,0.00003036946,0.0003487886,0.000003264384,0.125167,0.0003275065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748564,0.01000101,0.001691782,0.00009644918,0.004048579,0.0003166159,0.000003559808,0.0001214527,0.008864193],"genre_scores_gemma":[0.9974918,0.000655675,0.000411783,0.0004163057,0.0006523312,0.000002928828,0.000007840913,0.0001294164,0.0002319388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240816,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926640743498202,"score_gpt":0.2493398071037035,"score_spread":0.2300733996687215,"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."}}