{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005987033,0.0001403398,0.0002864204,0.001167436,0.0002188238,0.0005361568,0.0002277408,0.00016775,0.0008198625],"category_scores_gemma":[0.002392512,0.0001275397,0.0002902494,0.002126402,0.0002314599,0.0003973379,0.0004261238,0.0003269996,0.0001936244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291676,"about_ca_system_score_gemma":0.000445253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006171998,"about_ca_topic_score_gemma":0.004505543,"domain_scores_codex":[0.9994292,0.00009741986,0.00009305579,0.0001488388,0.0001343059,0.00009724776],"domain_scores_gemma":[0.9979151,0.0002985876,0.001219554,0.0001610764,0.0002091481,0.0001965023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001843761,0.00000296623,0.9988461,0.00000499817,0.00000964486,0.00005593738,0.000029052,0.0000236758,0.00004118986,0.000009133355,0.0001011348,0.00085774],"study_design_scores_gemma":[0.000002083884,0.00002767918,0.9990039,0.000004798831,0.00001133977,0.0004904086,0.00009306936,0.00006298727,0.00005135388,0.00000594787,0.0002443556,0.000001911762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961658,0.0003378601,0.00008642464,0.00003539453,0.00000339188,0.000007428181,0.002673499,0.00001242934,0.0006777932],"genre_scores_gemma":[0.9977362,0.0001633944,0.0000811491,0.00001013334,0.000003714191,0.00001032618,0.001945006,0.000003402455,0.0000467059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006171998,"threshold_uncertainty_score":0.01227218,"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."}}