{"id":"W4236789236","doi":"10.1503/cmaj.150508","title":"Diagnosing dementia","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Dementia; Cognitive impairment; Cognition; Physical examination; Medicine; Medical history; Cognitive decline; Gerontology; Psychiatry; Pathology; Surgery; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004322646,0.0005456949,0.0003336743,0.001778817,0.000693311,0.0007160703,0.0006091708,0.0008287387,0.1321643],"category_scores_gemma":[0.004091043,0.0001601738,0.0003303863,0.0006436012,0.0001480238,0.0007019747,0.0006759237,0.001089427,0.04505138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867857,"about_ca_system_score_gemma":0.0008550289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006460878,"about_ca_topic_score_gemma":0.01322659,"domain_scores_codex":[0.9996679,0.0000766528,0.00004806706,0.00003896244,0.0001158429,0.00005271024],"domain_scores_gemma":[0.9991365,0.0001159381,0.00007508312,0.00004189264,0.000413527,0.0002171045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006389986,0.00007407588,0.01133355,0.0001416472,0.00001309541,0.001407706,0.00005403518,0.00003831168,0.00031417,0.0008137882,0.8158022,0.1699435],"study_design_scores_gemma":[0.0001089346,0.0002675925,0.07548158,0.003453266,0.00008622498,0.02462223,0.000631441,0.0003646489,0.001170264,0.006325415,0.8874396,0.00004869561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01323854,0.02046089,0.006796818,0.05995715,0.008468887,0.001043888,0.01655866,0.00143891,0.8720363],"genre_scores_gemma":[0.3292531,0.07184052,0.05129971,0.07999597,0.0151838,0.001639997,0.04065371,0.0007100617,0.4094231],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1321643,"threshold_uncertainty_score":0.4421337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009261910225721176,"score_gpt":0.2791018701653585,"score_spread":0.2698399599396373,"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."}}