{"id":"W2809258232","doi":"10.1093/neuonc/noy059.243","title":"EPID-10. EVOLVING SURVIVAL TRENDS IN INFANTS WITH BRAIN TUMORS: A LONGITUDINAL POPULATION BASED STUDY","year":2018,"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":"University of Toronto; Université de Montréal","funders":"","keywords":"Choroid plexus; Medicine; Medulloblastoma; Astrocytoma; Oligodendroglioma; Ependymoma; Population; Radiation therapy; Brain tumor; Survival analysis; Pilocytic astrocytoma; Glioma; Oncology; Pathology; Internal medicine; Central nervous system; Cancer research","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":[0.001671008,0.000206778,0.0002541489,0.001011011,0.0002871277,0.0005593477,0.0004289864,0.0003207802,0.001166576],"category_scores_gemma":[0.003899951,0.0002386866,0.0005849738,0.001764442,0.00009750886,0.0005371852,0.0005384278,0.0005118143,0.0003422755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005348391,"about_ca_system_score_gemma":0.0007096822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453196,"about_ca_topic_score_gemma":0.01361414,"domain_scores_codex":[0.9993966,0.0001669443,0.0001007909,0.0001442508,0.00008973075,0.0001017696],"domain_scores_gemma":[0.9978236,0.0002870123,0.0009927794,0.0002181896,0.0004578603,0.0002205865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000558773,0.00001613849,0.9986634,0.00001091866,0.00004466614,0.00001892071,0.00004727186,0.00003363618,0.00004045537,0.00002100659,0.000210596,0.000837171],"study_design_scores_gemma":[0.00000575143,0.00006034266,0.999065,0.000008262314,0.00003053821,0.00008928185,0.00009040908,0.000173156,0.00003136833,0.00001504374,0.0004283488,0.000002533098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845279,0.0002674627,0.0003783893,0.00006484088,0.000009026503,0.0000432841,0.01377536,0.00001766141,0.0009160482],"genre_scores_gemma":[0.98436,0.000227372,0.0005458794,0.00004666543,0.00001000641,0.0001365708,0.01427311,0.000009820883,0.0003905082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453196,"threshold_uncertainty_score":0.02889478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767108653206586,"score_gpt":0.3442986786295365,"score_spread":0.3066275920974706,"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."}}