{"id":"W2115812103","doi":"10.1111/j.0742-2822.2004.t01-21-20040211.x","title":"ECHOCARDIOGRAPHIC HEMODYNAMIC ASSESSMENT OF STENTLESS AND SUPERSTENTLESS AORTIC BIOPROSTHESES IN TERMS OF SURVIVAL ADVANTAGE","year":2004,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aortic valve; Cardiology; Hemodynamics; Regurgitation (circulation); Internal medicine; Stent","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002623562,0.0002977105,0.001109217,0.001145014,0.00003680019,0.00001382508,0.0001010024,0.0001140121,0.000005187804],"category_scores_gemma":[0.00001344293,0.000259839,0.002160518,0.001286916,0.0003057157,0.0001101665,0.00007048355,0.0001607025,7.321502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006490648,"about_ca_system_score_gemma":0.00006050893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229125,"about_ca_topic_score_gemma":0.000006637075,"domain_scores_codex":[0.998032,0.00007266385,0.0005408032,0.0004589758,0.0005500939,0.0003454566],"domain_scores_gemma":[0.9989597,0.00005089055,0.0001495449,0.0005668273,0.00008277938,0.0001903166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001446995,0.0005669759,0.9932351,0.0003609063,0.001782208,0.00007086492,0.00007973192,0.0001455892,0.00160856,0.0005955151,9.436712e-7,0.001408905],"study_design_scores_gemma":[0.004847076,0.0003916728,0.9910817,0.0004200995,0.001035009,0.00001594313,0.00059433,0.00004191099,0.0006261064,0.0007399322,0.000004808224,0.0002014439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945585,0.001125973,0.0002750451,0.00003562717,0.0001647653,0.000760949,0.0001764292,0.00003554098,0.002867241],"genre_scores_gemma":[0.9973857,0.001898563,0.0005067071,0.00002032414,0.00002530496,0.00005159987,0.00006864437,0.00003901404,0.000004100915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004702377,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008029328745821716,"score_gpt":0.3252081162951422,"score_spread":0.3171787875493204,"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."}}