{"id":"W4402043571","doi":"10.1097/01.cot.0001052092.71780.e9","title":"New Pediatric Research Highlights for Medulloblastoma Treatment","year":2024,"lang":"en","type":"article","venue":"Oncology Times","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medulloblastoma; Medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002083948,0.000149762,0.0003173634,0.0003667618,0.0001103642,0.00003085948,0.00005988606,0.0001631602,0.0009404491],"category_scores_gemma":[0.00004826503,0.00009749467,0.0001668525,0.0003340179,0.00004278377,0.00003849688,0.00002639787,0.00009945042,0.001236224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006524086,"about_ca_system_score_gemma":0.0009731554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051916,"about_ca_topic_score_gemma":0.00005712318,"domain_scores_codex":[0.9987946,0.00005604514,0.0001814821,0.0003792666,0.0001980011,0.0003906038],"domain_scores_gemma":[0.9985601,0.0008694933,0.00001902285,0.0002172216,0.00008773623,0.0002464733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002850205,0.001061317,0.002602858,0.00009483087,0.0004433191,0.001345356,0.0004811733,0.000001514347,0.000696304,0.01859313,0.8554265,0.1189687],"study_design_scores_gemma":[0.002650634,0.007507258,0.002555854,0.00003634027,0.0005220627,0.0001540547,0.00004822802,0.0001049791,0.006649572,0.001568114,0.9781116,0.00009135783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6096238,0.05390674,0.0002214395,0.166837,0.003187872,0.005316062,0.00008704182,0.0008459774,0.159974],"genre_scores_gemma":[0.8417861,0.0030049,0.01039943,0.0002177355,0.003597112,0.001253324,0.0001014305,0.00008075916,0.1395592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321623,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05825822387247716,"score_gpt":0.4069945106409536,"score_spread":0.3487362867684765,"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."}}