{"id":"W48438610","doi":"","title":"Predictive Validity of NYHA and ACC/AHA Classifications of Physical and Cognitive Functioning in Heart Failure","year":2013,"lang":"en","type":"article","venue":"International journal of nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Cognition; Heart failure; Montreal Cognitive Assessment; Medicine; Internal medicine; Cardiology; Physical therapy; Psychology; Cognitive impairment; Psychiatry; Developmental psychology","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":[0.01262176,0.0006464673,0.0005608262,0.002855264,0.0005650069,0.001464618,0.0009289644,0.001169729,0.001227382],"category_scores_gemma":[0.03615995,0.0002956509,0.001383376,0.001522363,0.001041524,0.0009085382,0.001291697,0.001167311,0.0003516921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005373207,"about_ca_system_score_gemma":0.0009592624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007969761,"about_ca_topic_score_gemma":0.009704512,"domain_scores_codex":[0.9953865,0.00197318,0.0005675295,0.0005150262,0.001234693,0.0003230969],"domain_scores_gemma":[0.9696545,0.0135088,0.008871536,0.001659401,0.00444514,0.001860687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390883,0.00003969253,0.9971777,0.00001300055,0.0001009092,0.00001564927,0.00007884142,0.0001803109,0.0000356403,0.00006509236,0.0001363605,0.002017746],"study_design_scores_gemma":[0.00002274446,0.0001256421,0.9969605,0.00003281684,0.0000657659,0.00006535943,0.0001858684,0.001957091,0.0000556983,0.0002544216,0.0002619019,0.00001215977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935706,0.001221492,0.0007034807,0.0002553931,0.0001890123,0.00007229143,0.0008016552,0.00001487633,0.003171178],"genre_scores_gemma":[0.997948,0.0002416954,0.0005363091,0.00005690724,0.00009334982,0.00004687647,0.000852304,0.000004678748,0.000219969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262176,"threshold_uncertainty_score":0.06675106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072419062688058,"score_gpt":0.3410056291058214,"score_spread":0.3002814384789408,"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."}}