{"id":"W3111542780","doi":"10.1093/neuonc/noaa222.070","title":"DIPG-20. DETERMINATION AND MANAGEMENT OF HYDROCEPHALUS IN PATIENTS WITH DIPG, AN INSTITUTIONAL EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Hydrocephalus; Univariate analysis; External ventricular drain; Cerebrospinal fluid; Surgery; Hazard ratio; Population; Multivariate analysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006322797,0.0002787705,0.0001389089,0.00054274,0.0004412069,0.0005227378,0.0003832096,0.0002516768,0.0006688308],"category_scores_gemma":[0.002163643,0.0001273431,0.0001926699,0.000590009,0.000577666,0.0003348968,0.0007154437,0.0003667157,0.0002445632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882921,"about_ca_system_score_gemma":0.0005469989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719624,"about_ca_topic_score_gemma":0.002523753,"domain_scores_codex":[0.9995938,0.0001469498,0.00004653146,0.00008757426,0.00005380033,0.00007151735],"domain_scores_gemma":[0.9990356,0.0001691324,0.0002222839,0.00008975832,0.00009279534,0.0003905634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002925782,0.0003592804,0.9042566,0.0001013212,0.0000580638,0.0104243,0.001660858,0.0003052279,0.002758829,0.0001285813,0.0009908389,0.07866354],"study_design_scores_gemma":[0.00009264079,0.002823744,0.8689886,0.0001385095,0.00009860498,0.1107105,0.003769693,0.0009539417,0.004711634,0.0002954325,0.007348244,0.00006848247],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970205,0.00103326,0.0004396045,0.0001301352,0.000009086925,0.00002213433,0.00007374486,0.00001901676,0.001252535],"genre_scores_gemma":[0.9984653,0.0004849071,0.000726632,0.0000988135,0.00001796899,0.000008135951,0.00008402773,0.000006290203,0.0001079284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001719624,"threshold_uncertainty_score":0.004268408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954453598674619,"score_gpt":0.2864416767173658,"score_spread":0.2668971407306195,"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."}}