{"id":"W1969820533","doi":"10.1093/arclin/acs058","title":"Magnetic Resonance Imaging Predictors of Executive Functioning in Patients with Pediatric-Onset Multiple Sclerosis","year":2012,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; SickKids Foundation; University of Toronto; Montreal Neurological Institute and Hospital; Hospital for Sick Children; York University","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada","keywords":"Executive functions; Neuropsychology; Working memory; Psychology; Executive dysfunction; Multiple sclerosis; Neuropsychological assessment; Clinical psychology; Audiology; Cognition; Medicine; 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":[0.0002709344,0.000465123,0.0003630464,0.0007810929,0.0002644178,0.000424289,0.0001876975,0.0004037209,0.0007286862],"category_scores_gemma":[0.002223675,0.000250203,0.0001710457,0.0006596803,0.0003082878,0.0004088657,0.0003122896,0.0004843213,0.0001321435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054397,"about_ca_system_score_gemma":0.000207527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300539,"about_ca_topic_score_gemma":0.002914282,"domain_scores_codex":[0.999813,0.00003920995,0.00002780739,0.00003985809,0.00004113504,0.00003904614],"domain_scores_gemma":[0.99864,0.0002327485,0.0007744013,0.00003683582,0.000108469,0.0002075042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004388515,0.000009743585,0.9988972,0.000002775203,0.0000061868,0.0001857116,0.0000385929,0.00002190731,0.0002258823,0.000004388588,0.00002130315,0.0005425008],"study_design_scores_gemma":[0.000002265479,0.00005340892,0.9986927,0.000002605412,0.00000754119,0.000984567,0.00009548412,0.00005657705,0.0000657658,0.000008085302,0.00002998822,9.519316e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997315,0.0001072615,0.00001705891,0.00001432073,9.978955e-7,0.00000133936,0.00004530643,0.000001833775,0.00008046599],"genre_scores_gemma":[0.9996414,0.0001013481,0.00006252719,0.000009000452,0.000004198203,0.000002903455,0.000145097,0.000001677688,0.0000319446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002300539,"threshold_uncertainty_score":0.004574358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749395215205517,"score_gpt":0.341051346586459,"score_spread":0.2835573944344039,"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."}}