{"id":"W2414648446","doi":"10.1159/000056021","title":"Brainstem Gliomas","year":2001,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Brainstem; Glioma; Pilocytic astrocytoma; Pons; Radiation therapy; Astrocytoma; Radiology; Ganglioglioma; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001109995,0.0001676263,0.0002829469,0.0003178143,0.00007220673,0.0000265484,0.0000497242,0.00005978588,0.0002200948],"category_scores_gemma":[0.0001371141,0.0001393619,0.0002005985,0.0007570922,0.00001879883,0.0000660926,0.00003233151,0.0001050937,0.0004130715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000324745,"about_ca_system_score_gemma":0.00006129815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001287491,"about_ca_topic_score_gemma":0.000001000332,"domain_scores_codex":[0.9987498,0.00003047044,0.000277484,0.0003136423,0.0002903671,0.0003382268],"domain_scores_gemma":[0.9990722,0.000223717,0.00007634168,0.0003320586,0.00005084649,0.0002448666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005183765,0.0004725544,0.9611951,0.00002817763,0.00001657984,0.00467561,0.00001360749,0.000001686317,0.0006943386,0.00005101354,0.02892561,0.003873889],"study_design_scores_gemma":[0.001716041,0.0001912162,0.9090657,0.00001123735,0.000281144,0.001867601,0.00001018598,0.00004074924,0.001302479,0.00005013252,0.08522722,0.0002362512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902182,0.000983311,0.000007620112,0.001822971,0.0006796959,0.0002161926,0.00000539155,0.0001784138,0.005888204],"genre_scores_gemma":[0.9957792,0.001223613,0.00004444746,0.001239855,0.0009875016,0.00003893937,0.00001364541,0.00003313897,0.0006396307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05630161,"threshold_uncertainty_score":0.5683013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241977889490372,"score_gpt":0.2564307575670553,"score_spread":0.2340109786721516,"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."}}