{"id":"W4380883824","doi":"10.1002/alz.063133","title":"Review of assessment methods for dementia","year":2023,"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":"Computer Research Institute of Montréal","funders":"","keywords":"Dementia; Computer science; Artificial intelligence; Data science; Medicine; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009134753,0.001686174,0.002353838,0.01273975,0.0008287565,0.003465661,0.002768723,0.001808258,0.01211773],"category_scores_gemma":[0.04950523,0.0007985077,0.003324902,0.008284782,0.001310928,0.004252087,0.002274829,0.001923938,0.004987314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563046,"about_ca_system_score_gemma":0.006792231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006629603,"about_ca_topic_score_gemma":0.006878388,"domain_scores_codex":[0.9922115,0.002825774,0.001872949,0.0006905835,0.002241092,0.0001581355],"domain_scores_gemma":[0.9618307,0.02689832,0.00168075,0.001042008,0.008226666,0.0003215741],"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":[0.00009466789,0.00003635869,0.000672914,0.05425807,0.0002905616,0.00007795542,0.0003265248,0.0002275782,0.0001555138,0.00382502,0.0398214,0.9002134],"study_design_scores_gemma":[0.00004947899,0.0001258306,0.005556572,0.1428462,0.001267757,0.001138795,0.0004869071,0.0006160177,0.0007144547,0.01163691,0.8354221,0.0001389428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004204233,0.9829516,0.006884331,0.002551575,0.001363122,0.0002138314,0.0009291649,0.0002039751,0.004481982],"genre_scores_gemma":[0.005497245,0.9739298,0.01349745,0.00219727,0.0009910481,0.0005616437,0.001376773,0.0001055383,0.00184329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01273975,"threshold_uncertainty_score":0.0483098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08600755425328169,"score_gpt":0.4765550858950695,"score_spread":0.3905475316417878,"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."}}