{"id":"W4403014510","doi":"10.1007/s00381-024-06634-y","title":"Pediatric low-grade gliomas","year":2024,"lang":"en","type":"letter","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine","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":[0.0001272798,0.0007580299,0.001229798,0.0007921427,0.0001499781,0.0001486315,0.0002554892,0.001134005,0.00008069104],"category_scores_gemma":[0.00001812319,0.0005626254,0.0008053069,0.0005923533,0.00003858886,0.00003654909,0.0001133024,0.001733541,0.004337308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677795,"about_ca_system_score_gemma":0.000157346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000925807,"about_ca_topic_score_gemma":0.000004585575,"domain_scores_codex":[0.9966114,0.00009125205,0.0007006485,0.00101656,0.0008414987,0.0007386152],"domain_scores_gemma":[0.9982048,0.0001013064,0.000227911,0.00115393,0.00008775194,0.0002243005],"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":[0.000007173492,0.0001312457,0.001122403,0.009639785,0.0004929542,0.0457996,0.00007288511,0.000001493178,0.000004292457,0.000103915,0.9424197,0.0002045329],"study_design_scores_gemma":[0.001309127,0.000228552,0.001613798,0.00367795,0.003414394,0.007331126,0.00004640752,0.00003713121,0.0001559229,0.00001210677,0.9815729,0.0006006034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02680589,0.05511241,0.000003699664,0.8649852,0.00699895,0.002765324,0.0003564146,0.001631728,0.04134033],"genre_scores_gemma":[0.5214114,0.0005476224,0.00007979428,0.3949043,0.07260726,0.0008394764,0.001966525,0.0006948755,0.006948815],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4946055,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109261782982333,"score_gpt":0.2306255075189116,"score_spread":0.2195328896890882,"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."}}