{"id":"W4400028692","doi":"10.1007/s00381-024-06500-x","title":"Pediatric-type diffuse low-grade gliomas","year":2024,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Glioma; Pathology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001811534,0.001007873,0.003423138,0.0007598859,0.0001541114,0.0001385615,0.0003025697,0.00063548,0.00003589186],"category_scores_gemma":[0.00004269489,0.0006353608,0.001566773,0.001201883,0.00003334255,0.00003827246,0.0001689799,0.0006940367,0.004805144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006738413,"about_ca_system_score_gemma":0.0003496967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003923683,"about_ca_topic_score_gemma":0.000005263622,"domain_scores_codex":[0.9964921,0.0001496237,0.001119555,0.001029634,0.0005867251,0.0006223956],"domain_scores_gemma":[0.9976736,0.0001194905,0.0003742145,0.001276703,0.0000871442,0.0004688545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002093349,0.002088344,0.0002043755,0.6259352,0.003433145,0.02232929,0.0001805653,5.920297e-7,3.959845e-7,0.002214596,0.06084174,0.2827508],"study_design_scores_gemma":[0.0008286086,0.000199776,0.00003567681,0.06080989,0.01862476,0.005414936,0.00002945834,0.000005210213,0.000001675088,0.000002172354,0.9135401,0.0005077634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003361837,0.9883734,5.473829e-7,0.0001159469,0.003092119,0.002473463,0.0001139679,0.0006537699,0.004840633],"genre_scores_gemma":[0.003103507,0.9912584,0.00002338703,0.00004636617,0.003733928,0.0003817405,0.000408603,0.0002921574,0.0007518858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8526983,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166894646865565,"score_gpt":0.3092633925254356,"score_spread":0.27759444605678,"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."}}