{"id":"W4282579733","doi":"10.1093/arclin/acac019","title":"Neurocognitive Profiles Associated With Limited English Proficiency in Cognitively Intact Adults","year":2022,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Neurocognitive; Psychology; Mediation; Neuropsychology; Cognition; Clinical psychology; Population; Verbal learning; Audiology; Developmental psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005827153,0.0002772787,0.000684249,0.0003624112,0.000169638,0.000009770642,0.0007604159,0.00008930764,0.0001175412],"category_scores_gemma":[0.01230783,0.0002369617,0.0001900568,0.00077692,0.001371148,0.00009468547,0.0004123287,0.001561775,0.00000772486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005429968,"about_ca_system_score_gemma":0.0001102521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009573099,"about_ca_topic_score_gemma":0.00001179517,"domain_scores_codex":[0.9922902,0.004438462,0.001140764,0.001257403,0.0003030669,0.0005700889],"domain_scores_gemma":[0.9887019,0.01003552,0.0006885189,0.0003714609,0.00007745184,0.0001251255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03458682,0.02552673,0.463991,0.0001140327,0.0001458304,0.02968331,0.02567304,0.000104024,0.2461965,0.001252731,0.0004272042,0.1722988],"study_design_scores_gemma":[0.01141229,0.01691469,0.9510083,0.0001422454,0.00005312596,0.0005405954,0.001357585,0.0003671952,0.01558789,0.001118024,0.0008184946,0.0006795694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863175,0.00001457347,0.000009449264,0.000447379,0.0006796636,0.0008455215,0.0001881738,0.0001199475,0.01137777],"genre_scores_gemma":[0.9938467,0.00004114313,0.00007062582,0.005610348,0.0001089855,0.00010954,0.00003425707,0.00004319993,0.0001352592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4870173,"threshold_uncertainty_score":0.9960119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05397133989286215,"score_gpt":0.3546195477377734,"score_spread":0.3006482078449113,"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."}}