{"id":"W2987562677","doi":"10.1093/neuonc/noz175.309","title":"EPID-09. PROGNOSTIC FACTORS IN ADULT PATIENTS WITH PRIMARY INTRACRANIAL EPENDYMOMAS: A POPULATION-BASED STUDY","year":2019,"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":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Ependymoma; Cohort; Proportional hazards model; Radiation therapy; Epidemiology; Cancer registry; Surveillance, Epidemiology, and End Results; Brain tumor; Internal medicine; Cohort study; Chemotherapy; Survival analysis; Population; Relative survival; Oncology; Surgery; Pathology","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":[0.000562356,0.0003267724,0.0004381234,0.0009401104,0.0003337236,0.0006902164,0.0004741141,0.0003700716,0.001877871],"category_scores_gemma":[0.001751576,0.0003011522,0.0005096656,0.001981654,0.0001989899,0.0006307323,0.0005778653,0.0005898654,0.0006621883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233307,"about_ca_system_score_gemma":0.0005338467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00402515,"about_ca_topic_score_gemma":0.003251935,"domain_scores_codex":[0.9995188,0.00008147072,0.00008015679,0.0001674116,0.00008067628,0.00007147169],"domain_scores_gemma":[0.9988876,0.0001358206,0.0005110959,0.0001147867,0.0001403543,0.0002103662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067156,0.00003674858,0.9985606,0.00002403026,0.00005555176,0.00006441426,0.00002693688,0.00001945262,0.00005729751,0.00001319037,0.0002790047,0.0007560881],"study_design_scores_gemma":[0.0000253042,0.0000995899,0.9988517,0.000009857811,0.00005226313,0.0002787636,0.00008538579,0.0001013604,0.00003032779,0.00001910212,0.00044269,0.000003706772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987869,0.000467083,0.000177584,0.00007027501,0.0000150704,0.00006203304,0.01035041,0.00001657615,0.0009718685],"genre_scores_gemma":[0.9907413,0.000272243,0.0001902534,0.00006178019,0.00003534898,0.00008326216,0.00834688,0.00000619023,0.0002627425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00402515,"threshold_uncertainty_score":0.008003473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059494282282394,"score_gpt":0.2622489328138243,"score_spread":0.2516539899910004,"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."}}