{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004387644,0.000323558,0.0008204498,0.004121672,0.000245869,0.0004678714,0.0005017644,0.0004316675,0.001272094],"category_scores_gemma":[0.001014937,0.0002411022,0.0003366646,0.004360705,0.0003232106,0.0005691021,0.0002929103,0.000189672,0.0004284577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512721,"about_ca_system_score_gemma":0.0007934334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125422,"about_ca_topic_score_gemma":0.00169902,"domain_scores_codex":[0.999607,0.000062842,0.0001351367,0.00007715763,0.00008960076,0.00002831619],"domain_scores_gemma":[0.9991361,0.0003074229,0.0003710347,0.00002952829,0.0001088445,0.00004703875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004987904,0.0001650094,0.350801,0.02487074,0.0007370238,0.1154887,0.001202105,0.0002859223,0.004904242,0.0006453746,0.01183199,0.4885693],"study_design_scores_gemma":[0.00006360825,0.0005414994,0.4597573,0.004043858,0.001238422,0.4458449,0.001228704,0.0001904754,0.001186103,0.0002455044,0.08560722,0.00005248083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1594643,0.8370392,0.0003680156,0.0001857851,0.00008299819,0.00007852949,0.0006888644,0.00002154176,0.0020708],"genre_scores_gemma":[0.3341368,0.6625379,0.0008179194,0.0002405961,0.000212757,0.00009810284,0.001062537,0.000007975099,0.0008854467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004121672,"threshold_uncertainty_score":0.004255533,"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."}}