{"id":"W2549454745","doi":"10.1016/j.ijcard.2016.11.193","title":"Comparison of two commonly used clinical cognitive screening tests to diagnose mild cognitive impairment in heart failure with the golden standard European Consortium Criteria","year":2016,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Cohen's kappa; Kappa; Internal medicine; Cognitive impairment; Population; Positive predicative value; Cognition; Cardiology; Gerontology; Disease; Predictive value; Psychiatry; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002433649,0.0001651903,0.0007574125,0.0003056783,0.00003432085,0.00002789567,0.0002731932,0.00005126659,0.0001364294],"category_scores_gemma":[0.000955218,0.00008990771,0.0002389034,0.000134568,0.0004473523,0.0001169366,0.0001620695,0.0004135591,0.00001969482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008335918,"about_ca_system_score_gemma":0.0002197672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299315,"about_ca_topic_score_gemma":0.00006666679,"domain_scores_codex":[0.9965255,0.001259878,0.0008816858,0.0002233658,0.0008294228,0.0002801119],"domain_scores_gemma":[0.9947009,0.0024235,0.0003847173,0.0001093496,0.002182632,0.0001988648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006899252,0.0002142477,0.9765271,0.000006489411,0.001046172,0.0006153673,0.0002840686,0.00000612886,0.001609508,0.00001912096,0.004976421,0.007796112],"study_design_scores_gemma":[0.01376014,0.005462481,0.9700989,0.001472881,0.0002036824,0.000575371,0.001653936,0.000005205698,0.003258461,0.00002255387,0.003376611,0.0001098444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756739,0.00008361295,0.009373255,0.01309996,0.0002126249,0.000517573,0.0001135482,0.000006834167,0.0009186454],"genre_scores_gemma":[0.9979891,0.00002824489,0.0005022952,0.0008700456,0.0005182546,0.00001480399,0.00001165072,0.00001979907,0.00004585931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0223151,"threshold_uncertainty_score":0.366633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234575305692289,"score_gpt":0.454019829642725,"score_spread":0.3916740765858021,"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."}}