{"id":"W2430410498","doi":"10.1503/cmaj.151411","title":"Screening for mild cognitive impairment: If not now, when?","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cognitive impairment; Disease; Memory impairment; Cognition; Alzheimer's disease; Medicine; Psychiatry; Pathology","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":[0.002283226,0.0006702377,0.001201339,0.001000081,0.002888993,0.002029051,0.001196435,0.0268718,0.00424908],"category_scores_gemma":[0.01746828,0.0003719697,0.0009198893,0.0006241433,0.001925331,0.004867858,0.0008282381,0.01813663,0.003028285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003375988,"about_ca_system_score_gemma":0.002928193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154934,"about_ca_topic_score_gemma":0.02395224,"domain_scores_codex":[0.9978205,0.0007547628,0.0004017835,0.0001930869,0.0005437094,0.0002861625],"domain_scores_gemma":[0.9950618,0.001946716,0.0003107518,0.0001214837,0.001226624,0.001332567],"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":[0.0001078077,0.0001693353,0.01034723,0.0002009253,0.00002916402,0.009304161,0.0004645566,0.0001383748,0.000571899,0.002355891,0.9195797,0.05673085],"study_design_scores_gemma":[0.0004340125,0.0005885728,0.03022297,0.006272697,0.0001455821,0.05302747,0.005903665,0.001635963,0.000735169,0.03642667,0.8643228,0.0002845477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00104462,0.001899726,0.00007843071,0.9911057,0.004242865,0.00001386348,0.00002955258,0.00001702893,0.00156818],"genre_scores_gemma":[0.01269353,0.005214512,0.0006207197,0.9452322,0.03312558,0.00005095411,0.00005675561,0.00001303461,0.002992657],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0268718,"threshold_uncertainty_score":0.03080642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136042328746687,"score_gpt":0.3144272830742306,"score_spread":0.2830668597867637,"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."}}