{"id":"W2022058066","doi":"10.1016/j.amjcard.2010.11.032","title":"Relation of Myocardial Mechanics in Severe Aortic Stenosis to Left Ventricular Ejection Fraction and Response to Aortic Valve Replacement","year":2011,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Cardiology; Internal medicine; Ejection fraction; Medicine; Stenosis; Aortic valve; Ventricular function; Heart failure","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":[0.0006881187,0.0002813913,0.0006256203,0.0004279028,0.000339939,0.0005347777,0.0002727424,0.0008522158,0.001360725],"category_scores_gemma":[0.003815054,0.0002406482,0.0005666183,0.0003643859,0.0005262839,0.0004433127,0.0004494217,0.001402646,0.0002288259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531805,"about_ca_system_score_gemma":0.0003101042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007385658,"about_ca_topic_score_gemma":0.001049928,"domain_scores_codex":[0.9996374,0.0001341088,0.00004907221,0.00004703592,0.00004745444,0.00008499164],"domain_scores_gemma":[0.9957433,0.001857847,0.0008164154,0.0001727883,0.0001134235,0.00129606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002213464,0.000301935,0.9932891,0.00001413208,0.0001537732,0.0002977189,0.0001026443,0.0002132597,0.001483864,0.0000506344,0.00004991323,0.001829489],"study_design_scores_gemma":[0.00001621992,0.000505483,0.9988218,0.000001990458,0.00002556124,0.0001818413,0.00007931241,0.0002039808,0.00007765747,0.0000437596,0.00003759542,0.000004730554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993617,0.0001280188,0.00003618426,0.00007746055,0.000009413409,0.0000033235,0.00003545949,0.000001710072,0.00034677],"genre_scores_gemma":[0.9997275,0.0000363701,0.00002508038,0.00003098556,0.00003632279,0.000002703236,0.00005709469,8.938273e-7,0.00008300022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360725,"threshold_uncertainty_score":0.004552066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400674601712228,"score_gpt":0.2970878825914097,"score_spread":0.2830811365742875,"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."}}