{"id":"W4206747971","doi":"10.1002/alz.053429","title":"Early detection of dementia and mild cognitive impairment with BrainCheck","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Neuropsychology; Montreal Cognitive Assessment; Medicine; Cognitive decline; Cognitive impairment; Psychiatry; Psychological intervention; Gerontology; Psychology; Clinical psychology; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009555653,0.0004008015,0.0003310996,0.001484051,0.0003771544,0.0008039683,0.0004530389,0.0003605167,0.002295437],"category_scores_gemma":[0.004484185,0.000190399,0.0003441146,0.0006061216,0.0002691166,0.0005918742,0.0007933767,0.0004593935,0.0005077922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003166714,"about_ca_system_score_gemma":0.0004161381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496533,"about_ca_topic_score_gemma":0.01013262,"domain_scores_codex":[0.9994864,0.0001462759,0.00008705096,0.00009029562,0.0001190066,0.00007079812],"domain_scores_gemma":[0.9973686,0.0005198601,0.0009821631,0.000127435,0.0006279295,0.0003740158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006623571,0.0003034821,0.9846377,0.00006826768,0.00006678357,0.000119038,0.0002224358,0.00006931966,0.000563828,0.00002840693,0.0007006332,0.01255783],"study_design_scores_gemma":[0.00006003516,0.0008837786,0.9947999,0.00005148967,0.00006111192,0.000884403,0.0004748314,0.0006704387,0.001161192,0.00008483093,0.0008466706,0.00002136361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978436,0.0002211879,0.000150537,0.00005507882,0.00001475566,0.0001017501,0.0004989807,0.00002565437,0.001088423],"genre_scores_gemma":[0.9977993,0.0001561564,0.0008656881,0.0000639497,0.00001380477,0.00006765484,0.0005930582,0.000002157158,0.0004382218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00496533,"threshold_uncertainty_score":0.009872854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199236565450031,"score_gpt":0.2877843482008966,"score_spread":0.2678606916558935,"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."}}