{"id":"W2808751302","doi":"10.1093/neuonc/noy059.255","title":"GERM-08. EARLIER RECOGNITION OF SYMPTOMS AND DIAGNOSIS MAY REDUCE TREATMENT AND LATE EFFECT BURDEN IN CHILDREN, TEENAGERS AND YOUNG ADULTS WITH INTRACRANIAL GERM CELL TUMOURS","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Germinoma; Diabetes insipidus; Germ cell tumors; Pediatrics; Cohort; Craniopharyngioma; Disease; Internal medicine; Surgery; Radiation therapy; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004116051,0.0001459785,0.0003014498,0.0003182219,0.0002159047,0.0004237531,0.0001672852,0.000213226,0.003872897],"category_scores_gemma":[0.002217788,0.00008150595,0.0003621434,0.0003691663,0.0001663002,0.0004275628,0.0003319726,0.0003657845,0.0004421251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000358239,"about_ca_system_score_gemma":0.0004726361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873189,"about_ca_topic_score_gemma":0.006924023,"domain_scores_codex":[0.9997982,0.00005702058,0.00001978363,0.00003011113,0.00004746842,0.00004748354],"domain_scores_gemma":[0.9991155,0.0001145975,0.0004635207,0.00001869061,0.00006779618,0.0002198357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003837663,0.0001582137,0.9355081,0.0001967449,0.00007014426,0.0006122256,0.0002134369,0.00006056076,0.0006181399,0.00007901015,0.00156268,0.06053692],"study_design_scores_gemma":[0.0000287339,0.0005831665,0.9941871,0.0001111507,0.00005752788,0.001655738,0.00030393,0.00006647137,0.0001987105,0.00006043376,0.002742637,0.000004498757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839182,0.01056478,0.0002134259,0.0006485365,0.00007352133,0.0000360297,0.0005953113,0.00003008391,0.003920106],"genre_scores_gemma":[0.9960741,0.002437344,0.0002735229,0.0001740987,0.00005456983,0.00001792135,0.0004337603,0.000005365532,0.0005292144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003872897,"threshold_uncertainty_score":0.01295614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006965573859664291,"score_gpt":0.249212295087347,"score_spread":0.2422467212276827,"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."}}