{"id":"W6962662808","doi":"10.18131/avwag-qjj83","title":"Language Impairment and Arachnoid Cysts","year":2012,"lang":"en","type":"article","venue":"Galter Health Sciences Library, Northwestern University","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arachnoid cyst; Language impairment; Cognitive impairment; Language disorder; Aphasia; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002438468,0.000168328,0.0001873494,0.0001920855,0.0007325548,0.000100608,0.0004343859,0.00004114758,0.0001094404],"category_scores_gemma":[0.000007432847,0.0001543838,0.00004832089,0.0005258815,0.0003901522,0.002520113,0.0003542015,0.0001453983,0.00007635384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005362716,"about_ca_system_score_gemma":0.0001495429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003692749,"about_ca_topic_score_gemma":0.0000755822,"domain_scores_codex":[0.9981552,0.0001408466,0.0001654172,0.0004654624,0.0003299889,0.0007431175],"domain_scores_gemma":[0.9990553,0.00006526701,0.0001150372,0.0002059982,0.000005213135,0.0005531894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007447144,0.0002642989,0.975321,0.0001389469,0.000003285428,0.00005477753,0.008226132,0.00000610051,0.002187683,0.004988619,0.000818533,0.007916147],"study_design_scores_gemma":[0.001156553,0.0009786204,0.9572583,0.00008057078,0.00001250269,0.0002585822,0.002393126,0.0004072604,0.007763013,0.0001154769,0.02895642,0.0006195909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922755,0.0003989675,0.0000545352,0.001393151,0.000306921,0.0002396531,0.00004226047,0.0001713436,0.005117696],"genre_scores_gemma":[0.9949592,0.0002313949,0.0002890799,0.003145868,0.0001437156,5.836548e-7,0.000004119694,0.00001002596,0.001216011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02813788,"threshold_uncertainty_score":0.6295589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157120043024821,"score_gpt":0.2586708307369244,"score_spread":0.2370996303066762,"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."}}