{"id":"W2288878443","doi":"10.1075/ml.10.2.05tal","title":"Lexical access in mild cognitive impairment","year":2015,"lang":"en","type":"article","venue":"The Mental Lexicon","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Lexical decision task; Psychology; Word lists by frequency; Sentence; Context (archaeology); Cognition; Word (group theory); Audiology; KISS (TNC); Cognitive psychology; Linguistics; Computer science; Natural language processing; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005161343,0.000745183,0.000615603,0.001404289,0.0005953162,0.0007196749,0.0004095218,0.000596834,0.002442048],"category_scores_gemma":[0.003487128,0.0002887617,0.0002371556,0.0003306756,0.0007282704,0.0008547034,0.0008439345,0.0005575106,0.0003275537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515652,"about_ca_system_score_gemma":0.0003445648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005896715,"about_ca_topic_score_gemma":0.008555033,"domain_scores_codex":[0.9997396,0.00003135791,0.00004685202,0.00007027085,0.00006070114,0.00005124873],"domain_scores_gemma":[0.9986314,0.0002849479,0.0006127406,0.00007458973,0.0001420148,0.0002542302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006862391,0.001908623,0.8359554,0.0003857345,0.0002515165,0.006718127,0.006981121,0.0003412171,0.09695935,0.0004413599,0.0004606286,0.04273461],"study_design_scores_gemma":[0.0000483201,0.001017995,0.9934586,0.00001426881,0.00004556007,0.002051212,0.0005423281,0.0002171927,0.001778299,0.0005728414,0.0002380364,0.00001542419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999451,0.000128054,0.00003556193,0.00001455976,0.000002047947,0.000006093091,0.00004584476,0.000003133569,0.0003138106],"genre_scores_gemma":[0.9995975,0.0000451374,0.00007919268,0.00002832257,0.000005579635,0.000007336314,0.0000620432,0.000001624443,0.000173261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005896715,"threshold_uncertainty_score":0.01172477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276924318159931,"score_gpt":0.3782831783476454,"score_spread":0.2505907465316523,"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."}}