{"id":"W3014929508","doi":"10.4244/eijv15i18a283","title":"Cardiocerebral continuum in cognitive function after transcatheter aortic valve implantation","year":2020,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiology; Cognition; Internal medicine; Ventricular function; Aortic valve; Psychiatry","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":[0.00005341511,0.000118332,0.000203002,0.00006386614,0.00001622943,0.00001911974,0.00001546067,0.00003410423,0.0003089086],"category_scores_gemma":[0.00002570034,0.0001123823,0.001875042,0.0001153866,0.00001500513,0.000116193,0.000009765129,0.00008787429,0.0001596512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003276503,"about_ca_system_score_gemma":0.00001284146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205137,"about_ca_topic_score_gemma":0.000009667302,"domain_scores_codex":[0.9991648,0.00006460235,0.0002326852,0.000250771,0.0001419968,0.0001452079],"domain_scores_gemma":[0.99971,0.00001304604,0.00005055073,0.0000688443,0.0000505517,0.00010697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002991203,0.0002863838,0.9850972,0.000165007,0.000999664,0.00003182376,0.0005397969,0.000001160601,0.0004181002,0.000006331098,0.0001894099,0.009273899],"study_design_scores_gemma":[0.003728174,0.0007182689,0.9930197,0.0002314148,0.0016614,0.00001488075,0.0001520307,0.00006476287,0.0002284877,0.00004096358,0.00004917195,0.00009071545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995965,0.0006175806,0.001761345,0.0002117733,0.0001772376,0.0004442502,0.00005966372,0.0000504197,0.00071274],"genre_scores_gemma":[0.998962,0.00001159134,0.00001075343,0.0004679528,0.0001155515,0.00002323593,0.0002738078,0.00002018326,0.0001149496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009183183,"threshold_uncertainty_score":0.4582819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297688809641703,"score_gpt":0.3218628331188204,"score_spread":0.2988859450224034,"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."}}