{"id":"W2069216772","doi":"10.1159/000120720","title":"Hydrocephalus in Apert Syndrome: A Retrospective Review","year":2008,"lang":"en","type":"review","venue":"Pediatric Neurosurgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Hydrocephalus; Ventriculomegaly; Apert syndrome; Cerebrospinal fluid; Retrospective cohort study; Pediatrics; Surgery; Incidence (geometry); Craniosynostosis; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001186785,0.0005977085,0.001782222,0.0002399455,0.00007403815,0.00001622564,0.0002675676,0.0003595338,0.00003663145],"category_scores_gemma":[0.0002909878,0.000536781,0.0009177391,0.0008333412,0.00004272391,0.000004613331,0.0001543962,0.0003260228,0.0001162803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006103268,"about_ca_system_score_gemma":0.0003724996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001990661,"about_ca_topic_score_gemma":0.000004851825,"domain_scores_codex":[0.9973811,0.0001829272,0.0007773358,0.0009388877,0.0002580562,0.0004617288],"domain_scores_gemma":[0.9988421,0.00004836202,0.0003612564,0.0005831452,0.00003966965,0.0001254209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003902354,0.001791585,0.0283435,0.07550246,0.000453486,0.006767728,0.0000145615,7.134728e-7,0.000004970285,0.00001027756,0.1364441,0.7506276],"study_design_scores_gemma":[0.0002184,0.0001071309,0.0009370781,0.002085634,0.0003942223,0.001045283,3.104821e-7,1.159101e-7,2.638465e-7,0.000005244905,0.9946558,0.0005505483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005909202,0.9972576,0.000001373109,0.00001400577,0.000494697,0.0009022326,0.0001020003,0.00002310097,0.000614078],"genre_scores_gemma":[0.0003775449,0.9977283,0.000005020136,0.0002678503,0.000295806,0.0002800305,0.0004707573,0.0001059763,0.0004686615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8582116,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842251485812015,"score_gpt":0.286109847435938,"score_spread":0.2676873325778179,"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."}}