{"id":"W2040751336","doi":"10.1093/eurjhf/hfs146","title":"TAVI In Heart Failure, How Much Risk is Acceptable?","year":2012,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; MEDLINE; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005767469,0.001729923,0.00415802,0.001866985,0.002251381,0.00857337,0.002785941,0.01308012,0.008811559],"category_scores_gemma":[0.02920694,0.0007760337,0.001447866,0.0008928214,0.003265301,0.005605965,0.00118915,0.02219363,0.004145064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162777,"about_ca_system_score_gemma":0.002400369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410062,"about_ca_topic_score_gemma":0.003878359,"domain_scores_codex":[0.9963732,0.0009608476,0.0006030455,0.0005174252,0.001295023,0.0002503986],"domain_scores_gemma":[0.9769032,0.0152842,0.001210582,0.0003069229,0.004087664,0.002207437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009210247,0.00001926955,0.0001112372,0.0005433168,0.00003270569,0.00008602786,0.00004519622,0.00003112868,0.00006197341,0.0006978764,0.9775597,0.0207193],"study_design_scores_gemma":[0.0001322501,0.0001156222,0.0008272941,0.001697152,0.0001084766,0.0003570926,0.0002256867,0.0001817701,0.0001005555,0.002821728,0.9933773,0.00005508686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001775573,0.04288492,0.0002093212,0.2110368,0.7439454,0.00001839424,0.00006547648,0.00006046069,0.00160167],"genre_scores_gemma":[0.001057571,0.02064118,0.0001402605,0.0476928,0.9285625,0.00001334005,0.00002360053,0.00004084523,0.001828032],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01308012,"threshold_uncertainty_score":0.0305016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468160704959606,"score_gpt":0.2819539499222231,"score_spread":0.267272342872627,"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."}}