{"id":"W1910172670","doi":"10.1016/j.healun.2015.05.015","title":"Cognitive function and left ventricular assist device implantation","year":2015,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cohort; Internal medicine; Cardiology; Stroke (engine); Heart failure; Cognition; Disease; Dementia; 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":[0.0007784732,0.0005979249,0.0005303639,0.001239345,0.0008027017,0.001958244,0.0007234111,0.00120474,0.002853067],"category_scores_gemma":[0.006198269,0.0002202877,0.001086022,0.0009764001,0.0008802078,0.0009143801,0.000766069,0.002382951,0.000449121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00091721,"about_ca_system_score_gemma":0.001606802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098046,"about_ca_topic_score_gemma":0.00873983,"domain_scores_codex":[0.9996288,0.00007096585,0.0000405233,0.00004782604,0.00008951755,0.0001224523],"domain_scores_gemma":[0.9967026,0.0008950065,0.000859278,0.0002109918,0.000388645,0.0009434038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001371685,0.000999804,0.9864603,0.00003923516,0.0003375838,0.001717102,0.0001522448,0.0001883045,0.0003023166,0.0002288373,0.0004497754,0.007752718],"study_design_scores_gemma":[0.00001643877,0.0002911599,0.9978156,0.00001082872,0.0001041922,0.0007398083,0.0001320469,0.0001780499,0.00006436995,0.0004176122,0.0002161858,0.00001373479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922068,0.001329579,0.00008006021,0.0006700637,0.00008254041,0.00000920857,0.0003099376,0.000008222477,0.005303646],"genre_scores_gemma":[0.9979947,0.0004228415,0.00004256635,0.0001572988,0.0001516873,0.00000799757,0.0002561125,0.000003210576,0.0009635859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098046,"threshold_uncertainty_score":0.02183306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180107595967415,"score_gpt":0.2459052367948047,"score_spread":0.2278944771980632,"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."}}