{"id":"W2073249743","doi":"10.1186/1471-2318-12-38","title":"Word reading threshold and mild cognitive impairment: a validation study","year":2012,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; HEC Montréal; Jewish General Hospital","funders":"Lady Davis Institute for Medical Research; Jewish General Hospital","keywords":"Medicine; Dementia; Audiology; Cognitive impairment; Cognition; Cutoff; Test (biology); Disease; Internal medicine; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005733015,0.001073437,0.0005186126,0.0009769789,0.0006571343,0.0004560321,0.0007685006,0.0009206889,0.001195783],"category_scores_gemma":[0.01138932,0.0003273158,0.0006182006,0.0004514548,0.0008312921,0.0005566526,0.0006677483,0.0006878826,0.001057609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004537483,"about_ca_system_score_gemma":0.0005327929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920851,"about_ca_topic_score_gemma":0.002231258,"domain_scores_codex":[0.9982829,0.0007557762,0.00017434,0.0002761451,0.0003981761,0.0001127181],"domain_scores_gemma":[0.993317,0.00277931,0.0008770176,0.001002603,0.001452686,0.0005714219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003827267,0.004393788,0.9700309,0.0000940247,0.0002240842,0.0005773553,0.001069571,0.000205895,0.00490799,0.00007633278,0.0004162546,0.01417655],"study_design_scores_gemma":[0.0005202487,0.008971868,0.9849481,0.00002592196,0.0001549632,0.001821766,0.0001974362,0.0005923938,0.001711533,0.00009753081,0.0009341218,0.0000241059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983955,0.0001824651,0.0004319854,0.0000178539,0.00001261788,0.0002085903,0.0001615118,0.000009807895,0.0005795654],"genre_scores_gemma":[0.9975649,0.00008766723,0.0007678127,0.00007304076,0.00002539079,0.0001923227,0.0009077505,0.00000858137,0.0003724038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005733015,"threshold_uncertainty_score":0.03031945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615237012199597,"score_gpt":0.3414555153231228,"score_spread":0.2953031452011269,"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."}}