{"id":"W4285009250","doi":"10.3390/jcm11143990","title":"Dynamics of Cognitive Function in Patients with Heart Failure Following Transcatheter Mitral Valve Repair","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ruhr-Universität Bochum; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Cardiology; Heart failure; Internal medicine; Cognition; Mitral valve; Psychiatry","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":[0.0004650801,0.0003135492,0.0004599372,0.000587841,0.000459126,0.0005571327,0.0002526416,0.0004663057,0.0007366352],"category_scores_gemma":[0.00199589,0.00009705005,0.000405726,0.0005491318,0.0002483343,0.0003965757,0.0004138022,0.0007154676,0.0001707501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356575,"about_ca_system_score_gemma":0.0003191677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307967,"about_ca_topic_score_gemma":0.003843331,"domain_scores_codex":[0.9997161,0.00006251315,0.00003396519,0.00004925476,0.0000610959,0.00007698331],"domain_scores_gemma":[0.9993435,0.00008009895,0.0002865386,0.00002919977,0.00008602496,0.0001747056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003392581,0.0001261238,0.9950011,0.00001767107,0.00006203577,0.0003917793,0.0001697907,0.00006933426,0.0002142471,0.00001122305,0.00009076355,0.003506764],"study_design_scores_gemma":[0.000004788761,0.0002200674,0.999105,0.000005721015,0.00001742954,0.0003068553,0.0001264021,0.00008217393,0.00002877493,0.0000185642,0.0000802553,0.000003876921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989936,0.0004504431,0.00003528189,0.00005135369,0.000008808653,0.000004990767,0.00008146488,0.000002532917,0.0003715518],"genre_scores_gemma":[0.99965,0.0001122888,0.00002194434,0.00001825409,0.00001626521,0.000003771772,0.000118582,4.060795e-7,0.00005846196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307967,"threshold_uncertainty_score":0.006577432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832657637147196,"score_gpt":0.3673155751488535,"score_spread":0.3489889987773816,"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."}}