{"id":"W2328858781","doi":"10.1503/cmaj.140589","title":"Cognitive decline in an older physician","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Vasculitis Clinical Research Consortium; Pfizer Canada; Parkinson Society Canada; Canadian Institutes of Health Research; Alzheimer Society; National Institutes of Health; Pfizer; Michael J. Fox Foundation for Parkinson's Research","keywords":"Dyslipidemia; Emergency department; Medicine; Cognitive impairment; Cognitive decline; Cognition; Weakness; Memory impairment; Gerontology; Pediatrics; Family medicine; Dementia; Psychiatry; Internal medicine; Surgery; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009852056,0.0000750457,0.0001968823,0.0001583999,0.00007108589,0.00004105084,0.000100111,0.0001892049,0.0007429692],"category_scores_gemma":[0.001665193,0.00006232082,0.00004694499,0.0002578171,0.00002850924,0.0001011919,0.00001117422,0.0007221797,0.0001634561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004207,"about_ca_system_score_gemma":0.001737069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006000712,"about_ca_topic_score_gemma":0.01375428,"domain_scores_codex":[0.9983675,0.0001477898,0.00027782,0.0001282655,0.0007776885,0.0003009148],"domain_scores_gemma":[0.9971012,0.00009667139,0.00008629511,0.00006898482,0.000476644,0.002170156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003653175,0.0002632383,0.9196867,0.000003531231,0.00003623321,0.001640739,0.0003534368,0.000002235495,0.00001296329,0.0003192354,0.01869993,0.05894524],"study_design_scores_gemma":[0.002558812,0.0003260961,0.9310703,0.00005159232,0.00002204357,0.0005920179,0.0005039514,0.0005245553,0.000005843902,0.001021828,0.0632186,0.0001043425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432383,0.00007230316,0.00006831028,0.04983814,0.0001760848,0.0001078875,0.000007508864,0.00001328129,0.006478169],"genre_scores_gemma":[0.9465281,0.00001182893,0.00007351537,0.05256139,0.0006075156,0.000005565563,0.00001688843,0.000008144862,0.0001871006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0588409,"threshold_uncertainty_score":0.8134992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473895809201429,"score_gpt":0.3134975103871264,"score_spread":0.2787585522951121,"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."}}