{"id":"W4205696144","doi":"10.1002/alz.054123","title":"A remote digital tool for diagnosis and monitoring of Alzheimer’s disease","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cohort; Cognition; Population; Logistic regression; Cognitive decline; Cognitive impairment; Medicine; Audiology; Psychology; Disease; Internal medicine; Psychiatry","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":[0.001107013,0.0006080336,0.0004102754,0.002094464,0.0002179538,0.0007039406,0.0004917111,0.0005004539,0.006087993],"category_scores_gemma":[0.003235074,0.0001343909,0.0003536806,0.00075742,0.0002196866,0.0005815271,0.0006740392,0.0004083052,0.001555504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796047,"about_ca_system_score_gemma":0.0001874121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009733147,"about_ca_topic_score_gemma":0.001328127,"domain_scores_codex":[0.9993733,0.0002801101,0.00004956578,0.0001325187,0.0001304577,0.00003412647],"domain_scores_gemma":[0.998017,0.0008981012,0.0002743305,0.0001886516,0.0004768347,0.0001450982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003057812,0.001182195,0.2818835,0.0009389311,0.0003193456,0.000883269,0.001019441,0.001028448,0.03797819,0.0008180027,0.01137774,0.6595131],"study_design_scores_gemma":[0.0004858058,0.004896636,0.9132916,0.0005014947,0.0006935823,0.007083531,0.001215917,0.01936803,0.02640113,0.002354738,0.02351109,0.0001964123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.948265,0.00454347,0.02523305,0.000528341,0.0002062827,0.000737357,0.005297894,0.001390306,0.01379839],"genre_scores_gemma":[0.9556211,0.001163053,0.03710879,0.0003415803,0.0002591627,0.0004872876,0.001219141,0.00003434842,0.003765544],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006087993,"threshold_uncertainty_score":0.02036637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499477632746544,"score_gpt":0.3346851220001436,"score_spread":0.2896903456726782,"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."}}