{"id":"W1851785776","doi":"10.1111/ene.12840","title":"Clinical dissection of childhood occipital epilepsy of Gastaut and prognostic implication","year":2015,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Epilepsy; Dissection (medical); Pediatrics; Neuroscience; Psychiatry; Surgery; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032936,0.00007471363,0.0003168172,0.0001026323,0.00001320468,0.000003140432,0.0000719598,0.00002577284,0.000009001214],"category_scores_gemma":[0.0009191393,0.00005422612,0.00009369539,0.0000828833,0.0001531363,0.00004854255,0.0000429764,0.000291285,0.000006230362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005915383,"about_ca_system_score_gemma":0.00009622715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001441195,"about_ca_topic_score_gemma":6.676821e-7,"domain_scores_codex":[0.9983359,0.0005895956,0.0006417117,0.0001186303,0.0001874398,0.0001267026],"domain_scores_gemma":[0.9986907,0.0001729942,0.0004285965,0.0001428959,0.0002995208,0.000265305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494389,0.0007732399,0.9805978,0.00002370105,0.0001027584,0.0004783834,0.0001785873,0.000003416228,0.001704249,0.00003940875,0.0002977278,0.01430632],"study_design_scores_gemma":[0.002963061,0.02238277,0.970894,0.00003240584,0.0000904585,0.002870322,0.00003030931,0.00001406695,0.0002895518,0.00007657795,0.0003284977,0.00002795442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970908,0.0003431932,0.0001147617,0.001159943,0.0001362653,0.0001512027,0.00000318829,0.000004923415,0.0009957323],"genre_scores_gemma":[0.9991805,0.0002138668,0.0002979091,0.00007454947,0.0002021552,5.208475e-7,0.000003152768,0.00001423164,0.0000131068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160953,"threshold_uncertainty_score":0.2211277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081791021390471,"score_gpt":0.3389174261968231,"score_spread":0.2980995159829184,"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."}}