{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006709651,0.0002749879,0.0004447376,0.0002765803,0.0001463566,0.0002353808,0.0003270367,0.0002078696,0.0006581406],"category_scores_gemma":[0.00191741,0.00007928058,0.0004101645,0.0001989265,0.0002558076,0.0002615088,0.0002047176,0.0004994558,0.0001107558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048011,"about_ca_system_score_gemma":0.000472694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008385769,"about_ca_topic_score_gemma":0.001310377,"domain_scores_codex":[0.999663,0.0001400017,0.00002508185,0.00003866973,0.00008702117,0.00004626863],"domain_scores_gemma":[0.9988192,0.0004390317,0.0004533812,0.00009418627,0.0000677417,0.0001264288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02448467,0.003918936,0.3412501,0.001011639,0.0005764401,0.002927861,0.0004344406,0.006269207,0.04384846,0.0002766235,0.001232227,0.5737695],"study_design_scores_gemma":[0.003178186,0.1422908,0.7813984,0.0002119888,0.0008636337,0.01770836,0.0002133808,0.005759818,0.04290485,0.0002501381,0.005174962,0.00004555986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995993,0.002821662,0.0006091875,0.00004467071,0.000006755462,0.00005181888,0.00004485786,0.00002235706,0.0004055458],"genre_scores_gemma":[0.9982237,0.0008391764,0.0006567577,0.00001816302,0.00001534316,0.00003965618,0.0001462675,0.000006156129,0.00005474693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008385769,"threshold_uncertainty_score":0.004388213,"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."}}