{"id":"W3149223227","doi":"10.1200/go.20.00430","title":"Evaluation of the Pediatric Neuro-Oncology Resources Available in Chile","year":2021,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Nationwide Children's Hospital","keywords":"Medicine; Pediatric oncology; Pediatric cancer; Radiation therapy; Childhood cancer; Gemcitabine; Cancer; Oncology; Pediatrics; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000743048,0.0002587166,0.0001794602,0.001934455,0.0004291855,0.001381997,0.0008607161,0.0002346131,0.007313952],"category_scores_gemma":[0.004097329,0.0001732593,0.0001341597,0.002792921,0.0005039494,0.0007808774,0.001369595,0.0003325684,0.0004995869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192081,"about_ca_system_score_gemma":0.005000056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03821412,"about_ca_topic_score_gemma":0.03879612,"domain_scores_codex":[0.9993181,0.0001732932,0.00007508453,0.000070467,0.0001559837,0.0002071526],"domain_scores_gemma":[0.9961231,0.0006622527,0.001846933,0.00008798127,0.0005676909,0.0007119632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005162569,0.00006947493,0.9731626,0.0003725841,0.00003208259,0.0006702565,0.001842535,0.0001780311,0.0003176879,0.0003987695,0.002849449,0.02005484],"study_design_scores_gemma":[0.00001252813,0.00007229926,0.9764346,0.000316477,0.00001592615,0.0005190591,0.01265207,0.0002060489,0.0002346127,0.0001270798,0.009397445,0.00001186093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877334,0.001270907,0.0001312968,0.001111659,0.00000989743,0.00006511679,0.004401252,0.00001625709,0.005260224],"genre_scores_gemma":[0.9946004,0.001636241,0.0003492949,0.0001833445,0.00001492601,0.00009814615,0.001884907,0.0000064275,0.00122618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03821412,"threshold_uncertainty_score":0.07598335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03872237681954251,"score_gpt":0.3589858162508471,"score_spread":0.3202634394313046,"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."}}