{"id":"W2528171448","doi":"10.24170/9-2-1850","title":"Patient selection for transcatheter aortic valve implantation (TAVI) in South Africa","year":2012,"lang":"en","type":"article","venue":"The Egyptian Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Selection (genetic algorithm); Aortic valve replacement; Ventricular function; Aortic valve; Intensive care medicine; 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":[0.0002614218,0.0002742015,0.000353743,0.0008034483,0.001186061,0.0008680857,0.0002989185,0.000545541,0.005265036],"category_scores_gemma":[0.001849051,0.0002452925,0.0002645249,0.001008768,0.0003457049,0.0004091549,0.0005884421,0.0006165325,0.0003204326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389004,"about_ca_system_score_gemma":0.001156892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004248946,"about_ca_topic_score_gemma":0.005852241,"domain_scores_codex":[0.9996189,0.00007563486,0.00004834661,0.00004850913,0.00003320941,0.0001752959],"domain_scores_gemma":[0.9994498,0.00009147452,0.0001807391,0.00001633858,0.00003638254,0.0002253366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005100082,0.0002396928,0.9595146,0.00008864195,0.00004779877,0.02466688,0.00153605,0.0001181444,0.002187454,0.0005161625,0.001005871,0.009568658],"study_design_scores_gemma":[0.0001334843,0.0006177828,0.914443,0.0003530115,0.0001190163,0.05482457,0.02268355,0.0009855811,0.000914418,0.001191007,0.003675123,0.0000593431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974676,0.0003260551,0.0001312027,0.0006120905,0.00002016561,0.0000349131,0.000101258,0.000002777409,0.001303765],"genre_scores_gemma":[0.9990951,0.0002867388,0.000143956,0.0001848691,0.0000197223,0.00001865662,0.00005950305,0.000003860078,0.0001875838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265036,"threshold_uncertainty_score":0.01761329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717343904742399,"score_gpt":0.3313287732108667,"score_spread":0.3041553341634427,"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."}}