{"id":"W3033050832","doi":"10.1002/ccd.28981","title":"Prognostic implications of baseline 6‐min walk test performance in intermediate risk patients undergoing transcatheter aortic valve replacement","year":2020,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Boston Scientific Corporation; Edwards Lifesciences; Medtronic; Abbott Laboratories","keywords":"Medicine; Hazard ratio; Cardiology; Internal medicine; Confidence interval; Ejection fraction; Valve replacement; Proportional hazards model; Coronary artery disease; Heart failure; Stenosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001811025,0.0001589551,0.0003713189,0.0001173027,0.00006273792,0.00001811907,0.00005558533,0.00004686864,0.00004608354],"category_scores_gemma":[0.0003216451,0.0001484187,0.003530942,0.0002555447,0.00005280463,0.00009374929,0.00004165798,0.00009067474,0.000008852475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004325063,"about_ca_system_score_gemma":0.00003735365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008728253,"about_ca_topic_score_gemma":0.000002422496,"domain_scores_codex":[0.9987125,0.00009957971,0.0005015258,0.0003355848,0.0001923265,0.0001585186],"domain_scores_gemma":[0.9992353,0.00005733762,0.0001203983,0.00031797,0.0001354167,0.0001335876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005119724,0.0006127807,0.9793729,0.0005649886,0.001767107,3.85719e-7,0.0003729126,0.00009181729,0.00004276329,0.00000789989,0.00001130885,0.01710396],"study_design_scores_gemma":[0.002855121,0.0007879992,0.9913365,0.0004913158,0.003224537,0.000002585323,0.00009928275,0.0008911521,0.00009288528,0.00001055932,0.00008533874,0.0001226688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885292,0.001288459,0.008805354,0.0001106455,0.0000590068,0.0008455876,0.0002053409,0.00003494849,0.0001214484],"genre_scores_gemma":[0.9980722,0.001035263,0.00009144173,0.00009083351,0.00002905028,0.0001646446,0.000476416,0.00002506111,0.00001508988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169813,"threshold_uncertainty_score":0.6052337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774713527103078,"score_gpt":0.2800571199466192,"score_spread":0.2623099846755884,"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."}}