{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004665604,0.00006428821,0.0001005753,0.00005008667,0.00004829511,0.00002167213,0.00002353341,0.00003554218,0.0000117113],"category_scores_gemma":[0.000008151333,0.00004571839,0.00001815392,0.00004707852,0.00001465331,0.0002292495,0.000001659498,0.0001106076,0.000002571863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001137979,"about_ca_system_score_gemma":0.00001285653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005018098,"about_ca_topic_score_gemma":0.00001172384,"domain_scores_codex":[0.9994889,0.00006363362,0.0001846143,0.00003969697,0.0001504714,0.00007267669],"domain_scores_gemma":[0.9996804,0.0001013452,0.00004826871,0.00002618502,0.00006805453,0.00007576324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00509616,0.0001933372,0.8460194,0.003983672,0.002138175,0.0004190822,0.02710784,0.01304998,0.08014145,0.001549004,0.003109757,0.01719214],"study_design_scores_gemma":[0.00336739,0.0004371942,0.9567127,0.0003990309,0.002430712,0.007865221,0.001988096,0.0145667,0.009613715,0.001521314,0.000783768,0.0003141668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796585,0.002398905,0.01753609,0.00006693959,0.0001796818,0.00007567908,0.000004826513,0.00001620469,0.00006313026],"genre_scores_gemma":[0.9996621,0.0001191031,0.0000742883,0.00006300914,0.00006211107,4.26444e-7,0.000009638804,0.00000710311,0.000002194879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106933,"threshold_uncertainty_score":0.1864342,"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."}}