{"id":"W4417182783","doi":"10.1093/noajnl/vdaf254","title":"Pre-treatment journey and outcome for children with intracranial non-germinomatous germ cell tumors—the Shanghai experience","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Multidisciplinary approach; Outcome (game theory); Referral; MEDLINE; Germ cell tumors","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":[0.00007012911,0.0002683161,0.0005045815,0.00009264865,0.0002768858,0.00002938751,0.0001164097,0.00007998921,0.00001521726],"category_scores_gemma":[0.00006454824,0.0001495008,0.000086983,0.0001458503,0.0002480633,0.0001060275,0.00004639332,0.0001222844,0.000004123422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187865,"about_ca_system_score_gemma":0.0001510173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003271933,"about_ca_topic_score_gemma":0.0001062309,"domain_scores_codex":[0.998724,0.0000458328,0.0003134777,0.000453026,0.0001206827,0.0003429962],"domain_scores_gemma":[0.9988107,0.0005612931,0.0001642246,0.0002902308,0.00005811814,0.0001154365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006833566,0.001012916,0.9531352,0.00004996259,0.000109868,0.0003439363,0.0008704602,0.00002623813,0.003320517,0.00008107846,0.000238074,0.04012841],"study_design_scores_gemma":[0.01162119,0.006844271,0.9212662,0.00007579678,0.0006314953,0.001352604,0.0005083194,0.0001641858,0.03667108,0.0001431339,0.02046578,0.0002559644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925611,0.001842539,0.0001198951,0.002776338,0.0002765932,0.001848492,0.00002062691,0.0000474506,0.0005069578],"genre_scores_gemma":[0.9952256,0.0005079151,0.001294903,0.001562066,0.0001300192,0.001100163,0.00001076789,0.00001974882,0.0001488094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03987245,"threshold_uncertainty_score":0.6096466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257133975952355,"score_gpt":0.3167538568673153,"score_spread":0.3041825171077918,"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."}}