{"id":"W3029124308","doi":"10.3760/cma.j.issn.1001-8050.2016.02.004","title":"Neuroendoscopic third ventriculostomy for chronic posttraumatic hydrocephalus","year":2016,"lang":"en","type":"article","venue":"Zhonghua chuangshang zazhi","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hydrocephalus; Ventriculostomy; Glasgow Coma Scale; Surgery; Endoscopic third ventriculostomy; Third ventricle; Shunt (medical); Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001543141,0.0004280083,0.0004445986,0.0002289213,0.0003803809,0.0001106738,0.0007154859,0.0001220247,0.0005657351],"category_scores_gemma":[0.0008102673,0.0003058339,0.0003082339,0.0005010956,0.0001770771,0.0004675185,0.0001680066,0.0001637502,0.001273308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720118,"about_ca_system_score_gemma":0.0001456319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001486337,"about_ca_topic_score_gemma":0.00001822998,"domain_scores_codex":[0.9969106,0.00008724913,0.000490684,0.0009469918,0.0005068755,0.00105765],"domain_scores_gemma":[0.9982385,0.0005982419,0.0001985959,0.000608062,0.00007107872,0.0002854883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001203923,0.0002181582,0.0003470293,0.0002738553,0.00002103454,0.0001053005,0.0001518171,0.00001033437,0.961933,0.006031988,0.01358341,0.01720371],"study_design_scores_gemma":[0.006597637,0.001855202,0.003726526,0.0006494845,0.0001239063,0.0004185243,0.0000258439,0.001625452,0.8783367,0.005215845,0.1002271,0.001197768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823881,0.0008801311,0.001571876,0.003865481,0.001812509,0.001766471,0.0003526481,0.0007320635,0.006630735],"genre_scores_gemma":[0.9912213,0.0001553047,0.000104522,0.001392574,0.0008154566,0.0002381373,0.0000117514,0.00009621534,0.005964722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08664368,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165545411309602,"score_gpt":0.2755011217426883,"score_spread":0.2438456676295923,"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."}}