{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009102229,0.0001622655,0.0002201157,0.0002452095,0.0001378167,0.00006272276,0.00004709608,0.00006097591,0.0002084925],"category_scores_gemma":[0.0001622045,0.0001407448,0.00005901992,0.0004285879,0.00004029383,0.0002441781,0.0001120838,0.0001673654,0.00009003234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005721072,"about_ca_system_score_gemma":0.00006884454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000200937,"about_ca_topic_score_gemma":0.000002915041,"domain_scores_codex":[0.9984462,0.00009926546,0.0002373696,0.0002603298,0.000482673,0.0004742066],"domain_scores_gemma":[0.999188,0.0001441008,0.00007218578,0.0001477924,0.0001655314,0.0002824085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003969789,0.001178173,0.99443,0.00008764305,0.00007176433,0.0000101415,0.001074829,8.642247e-8,0.0001992271,0.0000410609,0.0002887265,0.002221365],"study_design_scores_gemma":[0.004330584,0.000825381,0.9887912,0.00004694198,0.0003950259,0.00002779153,0.003723506,0.00003547178,0.001461151,0.00004352371,0.0001629649,0.0001564099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937295,0.0004604945,0.0004558216,0.00005414419,0.0001484482,0.001656885,0.00000694364,0.00005974621,0.003428048],"genre_scores_gemma":[0.9979097,0.00008349516,0.0003691692,0.00009564641,0.0003576523,0.0001182235,0.00003734661,0.00002409183,0.001004659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005638756,"threshold_uncertainty_score":0.5739407,"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."}}