{"id":"W3112477812","doi":"10.1093/neuonc/noaa222.100","title":"DIPG-55. PATTERNS OF CEREBROSPINAL FLUID DIVERSION AND SURVIVAL IN CHILDREN WITH DIFFUSE INTRINSIC PONTINE GLIOMA: A REPORT FROM THE INTERNATIONAL DIPG REGISTRY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Hydrocephalus; Cohort; Surgery; Survival analysis; Glioma; Medical record; Incidence (geometry); Cohort study; 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":[0.00008461191,0.0001572306,0.0003828941,0.00005866796,0.00003827989,0.00001355998,0.0001504884,0.0000854873,0.000071301],"category_scores_gemma":[0.0002190712,0.0001013566,0.00005697901,0.0001362996,0.00009590384,0.0000463513,0.0002294241,0.0002175047,0.000004503115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007302097,"about_ca_system_score_gemma":0.00008276804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009786451,"about_ca_topic_score_gemma":0.0002188907,"domain_scores_codex":[0.9987841,0.00007470981,0.0003116365,0.0003919975,0.0002780433,0.0001594729],"domain_scores_gemma":[0.9991371,0.0002104628,0.0002130571,0.0002563036,0.0000634941,0.0001195874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000764446,0.0006371381,0.9488686,0.000007528867,0.000163836,0.002763595,0.0002270368,0.000001459152,0.04354279,0.00002701823,0.0007706709,0.002225908],"study_design_scores_gemma":[0.0082192,0.001212234,0.9809082,0.00004184813,0.0001731371,0.0008851278,0.0001368238,0.00002852535,0.006028839,0.00000718997,0.002276671,0.00008226358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817392,0.0001173622,0.00001154026,0.01731147,0.0001772456,0.0003564238,0.00007606296,0.00002146718,0.0001891991],"genre_scores_gemma":[0.9985094,0.0001061243,0.0000635566,0.0008875129,0.0002444495,0.00002151713,0.0001472634,0.00001618554,0.000003956531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03751395,"threshold_uncertainty_score":0.4133204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516885974381318,"score_gpt":0.2542207640729957,"score_spread":0.2390519043291825,"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."}}