{"id":"W2111334005","doi":"10.1111/j.0886-0440.2004.04096.x","title":"Contemporary Trends in Aortic Valve Surgery:. A Single Centre 10-Year Clinical Experience*","year":2004,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Aortic valve; Surgery; General surgery; Cardiology","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":[0.001373386,0.0002989581,0.0003802664,0.001259556,0.0004253788,0.001264368,0.0003847389,0.000796437,0.001244798],"category_scores_gemma":[0.002635797,0.0002563797,0.0003735675,0.001666542,0.0003488661,0.001111475,0.0007150787,0.0003961163,0.000598687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005234216,"about_ca_system_score_gemma":0.000706384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201298,"about_ca_topic_score_gemma":0.006565882,"domain_scores_codex":[0.9989346,0.0002715196,0.0002136654,0.0002103657,0.0002191926,0.0001507145],"domain_scores_gemma":[0.9978732,0.0003164379,0.0008762121,0.0001311854,0.0002908179,0.0005121678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008511035,0.00008910604,0.9803256,0.00004614792,0.00003633925,0.0007589765,0.000748213,0.00007847085,0.000464874,0.00002579194,0.0003874667,0.01695385],"study_design_scores_gemma":[0.00001659566,0.0005652948,0.9862638,0.00007063016,0.00004053902,0.009019892,0.001611985,0.000270206,0.000176933,0.00003308633,0.001905007,0.00002602733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966794,0.002018454,0.0002328034,0.0001617489,0.00001518422,0.0000141291,0.0002502451,0.00001340142,0.0006144554],"genre_scores_gemma":[0.9956653,0.002666742,0.0005196042,0.0001564609,0.00008239245,0.00002344987,0.0006220845,0.00000871597,0.0002552668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004201298,"threshold_uncertainty_score":0.008353651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06238443830266914,"score_gpt":0.3746402867275824,"score_spread":0.3122558484249133,"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."}}