{"id":"W2063982707","doi":"10.1007/s00381-006-0234-0","title":"Cerebrospinal fluid (CSF) leak and pseudomeningocele formation after posterior fossa tumor resection in children: a retrospective analysis","year":2006,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Pseudomeningocele; Medicine; Cerebrospinal fluid; Cerebrospinal fluid leak; Surgery; Leak; Retrospective cohort study; Neurosurgery; Complication; Internal medicine","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":[0.0003366073,0.000218399,0.0007392862,0.0005055607,0.0001395039,0.00004586219,0.0000552877,0.0001595425,0.00003907203],"category_scores_gemma":[0.00002769854,0.000184578,0.0001801499,0.0008005743,0.00005971955,0.0001929938,0.00004568721,0.0002752681,0.00002575442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224359,"about_ca_system_score_gemma":0.00003394622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006193052,"about_ca_topic_score_gemma":0.001012131,"domain_scores_codex":[0.9981741,0.0001317412,0.0006013383,0.0004352675,0.0002742632,0.000383278],"domain_scores_gemma":[0.9993213,0.00002535693,0.000158294,0.0002622104,0.0001010524,0.0001318221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009322577,0.0001662033,0.9960712,0.0002183643,0.0001605707,0.000172364,0.0002552756,0.00002420422,0.001330925,0.0002117869,0.0001575748,0.0002992389],"study_design_scores_gemma":[0.002314626,0.0008064806,0.9914325,0.0002690063,0.0002943744,0.002491525,0.0001361045,0.001377715,0.0005103917,0.00001275834,0.0001716061,0.0001828873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992484,0.000431881,0.0001007044,0.0004373526,0.00008708999,0.0006903801,0.00001933896,0.0001098055,0.0056394],"genre_scores_gemma":[0.9989324,0.000007036663,0.00006953265,0.000171197,0.0004167087,0.00009532131,0.00006073311,0.00002327291,0.0002237666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006448384,"threshold_uncertainty_score":0.7526872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003999205596407943,"score_gpt":0.2207435207618465,"score_spread":0.2167443151654385,"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."}}