{"id":"W2094643650","doi":"10.1002/pbc.22917","title":"Feasibility and efficacy of repeated chemotherapy for progressive pediatric low‐grade gliomas","year":2010,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Chemotherapy; Prospective cohort study; Toxicity; Oncology; Progression-free survival; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001777768,0.0002530986,0.0004973959,0.0002098267,0.0000768708,0.00001789874,0.00009128507,0.0001721336,0.0001359287],"category_scores_gemma":[0.0001900496,0.0001977226,0.000188529,0.0005699694,0.00007598909,0.00005525178,0.00003049814,0.000193293,0.00000226754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002966604,"about_ca_system_score_gemma":0.0002302106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001105114,"about_ca_topic_score_gemma":0.00003010234,"domain_scores_codex":[0.9984199,0.00002010632,0.0004088639,0.0005251271,0.0002758054,0.0003502155],"domain_scores_gemma":[0.9985485,0.0002270506,0.0002930343,0.0004336349,0.0002603009,0.0002374671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003998031,0.002696615,0.9890662,0.0006137748,0.0001674084,0.00003186697,0.0001768933,9.007318e-7,0.00259592,0.0000291811,0.0006751142,0.003546278],"study_design_scores_gemma":[0.02312055,0.0007959016,0.9433367,0.00003015586,0.003236179,0.00005370455,0.00001479114,0.00003057404,0.02862505,0.00009102714,0.0003936858,0.0002717111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979448,0.0174572,0.00000258102,0.0006631815,0.000295719,0.001932897,0.00009245047,0.0000680456,0.00003996849],"genre_scores_gemma":[0.9929618,0.003683929,0.001093806,0.00009973613,0.001595455,0.0004689513,0.00002533021,0.00004316018,0.00002786047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04572958,"threshold_uncertainty_score":0.8062895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735914892920611,"score_gpt":0.3112040584515803,"score_spread":0.2938449095223742,"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."}}