{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004946709,0.0005086008,0.000565102,0.001585743,0.001581484,0.001088946,0.0004121521,0.0006015025,0.001401746],"category_scores_gemma":[0.004321781,0.000260051,0.0003253434,0.001095268,0.001079619,0.0005521341,0.00058687,0.0007515623,0.0002117117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205144,"about_ca_system_score_gemma":0.001931734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04445629,"about_ca_topic_score_gemma":0.03706242,"domain_scores_codex":[0.9993708,0.0001224123,0.00006015109,0.00006685378,0.0001128369,0.0002669982],"domain_scores_gemma":[0.9980745,0.000452178,0.0004718161,0.00005777106,0.0003544484,0.0005892214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003556719,0.0001883548,0.9784712,0.00002833829,0.00003600939,0.01604859,0.001041947,0.00004609499,0.0004074889,0.00007359197,0.0001771552,0.003125543],"study_design_scores_gemma":[0.00004328145,0.0002813592,0.9739145,0.00002786928,0.00003501891,0.02290138,0.001943476,0.00006717435,0.0002580959,0.0001207078,0.0003922222,0.00001503576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978756,0.0004505148,0.00001113429,0.000181688,0.0000102274,0.000006728831,0.0000311941,0.000001439496,0.00143154],"genre_scores_gemma":[0.9995692,0.000120615,0.00001295086,0.00007795402,0.00002077306,0.000002658792,0.00002885493,6.440919e-7,0.0001662927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04445629,"threshold_uncertainty_score":0.08839506,"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."}}