{"id":"W2809960037","doi":"10.1017/cjn.2018.98","title":"C.03 Surgical complications with and without image guidance: meta-analysis of Ommaya reservoir insertions","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurosurgery; Complication; Ommaya reservoir; Surgery; Meta-analysis; Catheter; Cerebrospinal fluid; Observational study; Surgical complication; Internal medicine; Chemotherapy","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":[0.01493729,0.001627382,0.005738906,0.003739537,0.0006542899,0.003700295,0.001888533,0.002276386,0.004944323],"category_scores_gemma":[0.04661455,0.0009246053,0.03713135,0.005410766,0.0007654527,0.001554104,0.001122673,0.002134303,0.0004206185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009960581,"about_ca_system_score_gemma":0.001566248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006011346,"about_ca_topic_score_gemma":0.006512779,"domain_scores_codex":[0.9836783,0.007434694,0.004202009,0.00251474,0.001565541,0.0006046105],"domain_scores_gemma":[0.9368801,0.04920878,0.008431538,0.002489624,0.002310081,0.0006798892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006372157,0.00003730454,0.07344136,0.09012355,0.8171134,0.0002260735,0.0001029499,0.0005123563,0.0002279538,0.0001830675,0.0009688226,0.01069099],"study_design_scores_gemma":[0.0008220904,0.0003286428,0.03721634,0.007458587,0.9508108,0.0002507168,0.00007892456,0.0003339092,0.0001622881,0.000312615,0.002195003,0.00003010318],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05319136,0.9386045,0.001848672,0.00075751,0.0005101879,0.0001989227,0.00314642,0.00006296986,0.001679378],"genre_scores_gemma":[0.8543804,0.1388925,0.001911966,0.001398652,0.0005268428,0.000457677,0.001729741,0.0001012207,0.0006009613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01493729,"threshold_uncertainty_score":0.0789969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07988334036873916,"score_gpt":0.3232769115526908,"score_spread":0.2433935711839517,"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."}}