{"id":"W2073515223","doi":"10.1159/000028896","title":"Pediatric Peri-Insular Hemispherotomy","year":2000,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Hemispherectomy; Ventriculomegaly; Epilepsy; Perioperative; Surgery; Peri","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002327027,0.0004222245,0.0004171235,0.0002500317,0.0003814416,0.0001714558,0.0005263862,0.0001385555,0.0058917],"category_scores_gemma":[0.0004943867,0.0004219558,0.0003162582,0.001716336,0.00007486984,0.0003917647,0.00009624236,0.0004395972,0.003402284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003921782,"about_ca_system_score_gemma":0.0001400227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001321674,"about_ca_topic_score_gemma":2.64133e-7,"domain_scores_codex":[0.9964534,0.0001643729,0.0006337822,0.001063476,0.0007590781,0.0009258676],"domain_scores_gemma":[0.9983064,0.0004906533,0.0001367224,0.000626747,0.00003675238,0.0004027145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006005142,0.002246765,0.7164217,0.0006968655,0.0000133831,0.003666321,0.0004372264,0.0007003029,0.1227075,0.0007364935,0.1190607,0.03271226],"study_design_scores_gemma":[0.0056662,0.0009878043,0.2932645,0.00002524132,0.0007701982,0.002253766,0.00002868719,0.002449129,0.1148748,0.001881827,0.571345,0.006452828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838327,0.0005155139,0.00001052402,0.0001822361,0.001036256,0.0003373326,0.00002761218,0.0005106661,0.01354713],"genre_scores_gemma":[0.984006,0.005296134,0.00002476824,0.002162902,0.003161077,0.00006485425,0.000003722866,0.00009105723,0.005189501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4522844,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783939289140284,"score_gpt":0.2358972650717533,"score_spread":0.2180578721803504,"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."}}