{"id":"W2606218593","doi":"10.1017/cjn.2015.194","title":"Importance of ventricle-to-brain ratio (VBR) and volume of CSF drainage in the treatment of very low pressure hydrocephalus","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrocephalus; Glasgow Coma Scale; Intracranial pressure; Medicine; Cerebrospinal fluid; Third ventricle; Ventricle; Anesthesia; Glasgow Outcome Scale; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004060684,0.0002856546,0.0002833207,0.001210182,0.0003008624,0.0006039433,0.0003289635,0.0003262768,0.000873694],"category_scores_gemma":[0.003195263,0.00007445307,0.0002124611,0.0007345063,0.0006258613,0.000526522,0.0002391388,0.0004378491,0.0001284789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103409,"about_ca_system_score_gemma":0.0009266032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176633,"about_ca_topic_score_gemma":0.001286954,"domain_scores_codex":[0.999638,0.00008759727,0.00006989833,0.00003818573,0.000117713,0.00004850566],"domain_scores_gemma":[0.9985874,0.0003756729,0.0006438046,0.00003861825,0.0001429248,0.0002116458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580594,0.00004626298,0.9598126,0.00009924187,0.00004435527,0.006859824,0.0001218372,0.0003550109,0.001994758,0.0001401531,0.0003666056,0.03000121],"study_design_scores_gemma":[0.000009311194,0.0005053167,0.9621082,0.000110175,0.00007717746,0.03183857,0.0006056227,0.0009662081,0.001783512,0.0005996762,0.001363812,0.00003236104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987854,0.007322822,0.001053994,0.0009596382,0.0000504865,0.00002502922,0.0001011909,0.0000355927,0.002597205],"genre_scores_gemma":[0.9984673,0.0008064708,0.0005535543,0.0000297862,0.00003312121,0.000004003428,0.0000400306,0.000002976505,0.00006287447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001210182,"threshold_uncertainty_score":0.002977312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568169788211855,"score_gpt":0.270142732312103,"score_spread":0.2344610344299844,"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."}}