{"id":"W4406158248","doi":"10.1093/arclin/acae125","title":"Replicating the Expected and the Unexpected: Neuropsychological and Symptom Profiles in a Neurotypical Romanian-English Bilingual Sample","year":2025,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Verbal fluency test; Neuropsychology; Cognition; Population; Verbal learning; Fluency; Memory span; Neuroscience of multilingualism; Developmental psychology; Audiology; Working memory; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414359,0.0003409669,0.0003414272,0.0006044647,0.000539583,0.0004808416,0.0003353643,0.0002722566,0.001455584],"category_scores_gemma":[0.002885685,0.0001629073,0.0001603144,0.0002507991,0.0007823365,0.0004854917,0.0007865596,0.0002993009,0.0005199458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313893,"about_ca_system_score_gemma":0.0003127998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150204,"about_ca_topic_score_gemma":0.003039547,"domain_scores_codex":[0.999333,0.0002296214,0.00009572611,0.0001466205,0.00009822842,0.00009669436],"domain_scores_gemma":[0.9991229,0.0002079806,0.000219314,0.0001743876,0.0001201703,0.0001553294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004926664,0.0003009258,0.9795372,0.00004156986,0.00003632103,0.001310111,0.003288687,0.00004118473,0.009172308,0.000104712,0.0001269401,0.005547405],"study_design_scores_gemma":[0.00003656797,0.0005315252,0.9917065,0.00001166855,0.00001528759,0.003985223,0.002457508,0.000104935,0.000705175,0.00009038798,0.0003498191,0.00000549697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995447,0.00003357763,0.00007199078,0.00001598678,0.00000239792,0.00001251151,0.00002898426,0.000001105274,0.0002888697],"genre_scores_gemma":[0.9996852,0.00002159045,0.00008809897,0.00002624325,0.000003773034,0.00001630516,0.00006371551,0.000002040908,0.0000931028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00150204,"threshold_uncertainty_score":0.007479906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366517918228521,"score_gpt":0.3806086874204972,"score_spread":0.3439568955976451,"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."}}