{"id":"W2363650038","doi":"","title":"Nursing analysis and effectiveness of lateral ventricle catheter drainage sustained ventricular perfusion combined with lumbar drainage in treating intracranial infection","year":2014,"lang":"en","type":"article","venue":"China Medical Herald","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lumbar; Ventricle; Perfusion; Cerebrospinal fluid; Catheter; Drainage; Hydrocephalus; Anesthesia; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.000827865,0.0001900938,0.0004544728,0.0003086842,0.0001569029,0.00004688009,0.0001425004,0.0001215323,0.00005868074],"category_scores_gemma":[0.0005865142,0.0001477406,0.0001034523,0.001146631,0.0001895442,0.0001596718,0.00005860502,0.000282456,0.000001543616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194437,"about_ca_system_score_gemma":0.00003208142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004622408,"about_ca_topic_score_gemma":0.00005949778,"domain_scores_codex":[0.9978268,0.0005653503,0.0002942547,0.0004288691,0.0005471854,0.0003375704],"domain_scores_gemma":[0.999294,0.0002343306,0.00009753018,0.0001735798,0.00002710896,0.0001734128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003848307,0.004321669,0.7817732,0.001299095,0.0001422388,0.001642294,0.005374948,0.0005962741,0.1263738,0.0110448,0.000005183595,0.06357822],"study_design_scores_gemma":[0.004735142,0.001744472,0.9127072,0.0005980666,0.000176133,0.00008812532,0.00001792091,0.06142811,0.01629269,0.001938622,0.000008817895,0.0002646857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961414,0.00002682701,0.002862739,0.0001510447,0.00006675133,0.0003049366,0.000001540744,0.00004194471,0.0004028089],"genre_scores_gemma":[0.9997712,0.00001353645,0.00003225404,0.00006601957,0.00006335072,0.00001267066,0.000007525156,0.00001766511,0.00001574149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130934,"threshold_uncertainty_score":0.6024687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004280767315576031,"score_gpt":0.2417571060954153,"score_spread":0.2374763387798393,"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."}}