{"id":"W2536866462","doi":"10.15844/pedneurbriefs-26-2-10","title":"Language Impairment and Arachnoid Cysts","year":2012,"lang":"en","type":"article","venue":"Pediatric Neurology Briefs","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Language impairment; Arachnoid cyst; Specific language impairment; Psychology; Medicine; Pediatrics; Developmental psychology; Psychiatry; Cognition; Pathology; Cyst","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005671129,0.0004684624,0.000537302,0.001676867,0.001431045,0.0009963689,0.0003706669,0.0005789037,0.001427532],"category_scores_gemma":[0.004326501,0.000272775,0.0002992444,0.001233159,0.0008540395,0.0005274757,0.000541033,0.0007433617,0.0001772295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663442,"about_ca_system_score_gemma":0.002454303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07223135,"about_ca_topic_score_gemma":0.05955379,"domain_scores_codex":[0.9993047,0.0001240882,0.00006533379,0.00006648669,0.0001313506,0.0003080547],"domain_scores_gemma":[0.9977998,0.0005210818,0.0005867023,0.00004952541,0.0004222333,0.0006206676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001917571,0.0001623685,0.9795408,0.00003350731,0.00003341987,0.01359165,0.001203864,0.00004731534,0.0003061971,0.00009302804,0.0003219401,0.004474072],"study_design_scores_gemma":[0.00002569484,0.000179718,0.9767281,0.00003059663,0.00002908518,0.02025986,0.001956781,0.00004894044,0.0001475457,0.00009730629,0.0004857941,0.00001057667],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964528,0.0008427466,0.00001464346,0.0004163881,0.0000175887,0.000008933203,0.00004885084,0.000002013051,0.002196022],"genre_scores_gemma":[0.9991578,0.0002976821,0.00002382389,0.0001616725,0.00003708575,0.000004323432,0.00004667548,9.125986e-7,0.0002700058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07223135,"threshold_uncertainty_score":0.1436219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121029970296903,"score_gpt":0.2487792572855047,"score_spread":0.2375689575825357,"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."}}