{"id":"W2084558887","doi":"10.1159/000120816","title":"Prevention of Postshunting Ventricular Asymmetry by Transseptal Placement of Ventricular Catheters","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Ventricle; Hydrocephalus; Shunt (medical); Shunting; Catheter; Lateral ventricles; Cardiology; Perforation; Internal medicine; Septum pellucidum; Surgery; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002589508,0.000230435,0.0004293632,0.0003537872,0.0001331242,0.00001100132,0.0002498623,0.00008213423,0.00006218304],"category_scores_gemma":[0.0003675521,0.0002333141,0.0004607846,0.001130058,0.00009715052,0.0001835284,0.00006486227,0.0001790197,0.00001540106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003256059,"about_ca_system_score_gemma":0.00008660589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001918714,"about_ca_topic_score_gemma":1.358388e-7,"domain_scores_codex":[0.9974051,0.0001620322,0.0007781071,0.0004867024,0.0007512104,0.0004168616],"domain_scores_gemma":[0.998783,0.0003005532,0.0004550349,0.0002823418,0.00005434861,0.0001247132],"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":[0.0002809248,0.002704128,0.3521566,0.0006766391,0.00003476089,0.001169683,0.0002600984,0.0005765751,0.6327644,0.0001152085,0.008205975,0.001055055],"study_design_scores_gemma":[0.001260755,0.0005657382,0.02481489,0.00003200402,0.000191785,0.0005093449,0.00002398286,0.0002980983,0.9706279,0.00003128686,0.001168761,0.0004754231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975579,0.0009719224,0.0003167281,0.00003587699,0.00053547,0.0002890082,0.00005103844,0.00005000881,0.000191985],"genre_scores_gemma":[0.9988651,0.0006531187,0.00002640607,0.0001043996,0.0001464703,0.00001180523,0.00001127322,0.00003253482,0.0001488994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378636,"threshold_uncertainty_score":0.9514271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846378257590421,"score_gpt":0.2366656386079311,"score_spread":0.2182018560320269,"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."}}