{"id":"W2045358192","doi":"10.1002/pbc.23200","title":"Favorable outcome with conservative treatment for children with low grade brainstem tumors","year":2011,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Brainstem; Radiation therapy; Pons; Chemotherapy; Adjuvant; Pediatrics; Internal medicine; Oncology; Surgery","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":[0.00005591754,0.0003555089,0.0005707035,0.0001335996,0.0001195353,0.0000172403,0.00007764714,0.00006433009,0.000107075],"category_scores_gemma":[0.000009653781,0.0002065127,0.0001254485,0.0003542752,0.00006213929,0.00008359098,0.00001351668,0.00008364396,0.00001286124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417709,"about_ca_system_score_gemma":0.000365295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575836,"about_ca_topic_score_gemma":0.0006475165,"domain_scores_codex":[0.9985368,0.00001991006,0.0002747895,0.0004769696,0.0002431361,0.0004483414],"domain_scores_gemma":[0.9990229,0.00007016927,0.0001955265,0.0003288883,0.0001374746,0.0002450405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004360877,0.002008708,0.9947065,0.0000994109,0.001043082,0.0001123642,0.0006027411,0.000008410731,0.00001042268,0.00009586145,0.0003909192,0.0004854827],"study_design_scores_gemma":[0.02037951,0.005544375,0.9614926,0.00009821675,0.005182082,0.0001480146,0.0001283016,0.000009822098,0.006437411,0.00001974254,0.0002047717,0.0003551707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946183,0.001972096,0.00002555931,0.000495732,0.00006091032,0.002113138,0.0001818499,0.00009206936,0.0004403697],"genre_scores_gemma":[0.9942369,0.0004213624,0.002184578,0.0004141704,0.0003556032,0.001855926,0.00005691166,0.00006472891,0.0004097453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03321392,"threshold_uncertainty_score":0.8421345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882984077590625,"score_gpt":0.2765142512040099,"score_spread":0.2376844104281037,"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."}}