{"id":"W3112871129","doi":"10.1093/neuonc/noaa222.456","title":"LINC-21. SURVEY ON THE RESOURCES AVAILABLE FOR PEDIATRIC NEURO-ONCOLOGY IN CHILE, SOUTH AMERICA","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pediatric oncology; Medicine; Pediatric cancer; Gemcitabine; Childhood cancer; Topotecan; Radiation oncology; Radiation therapy; Oncology; Cancer; Pediatrics; Internal medicine; Chemotherapy","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":[0.0007568597,0.0002237536,0.0001431596,0.001872151,0.0003663654,0.0007603937,0.000534882,0.0001975793,0.007898184],"category_scores_gemma":[0.002706083,0.0001786658,0.0001603109,0.002646595,0.000290105,0.0004732115,0.0008396995,0.0002719284,0.0008636765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179369,"about_ca_system_score_gemma":0.003355116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05077534,"about_ca_topic_score_gemma":0.04627252,"domain_scores_codex":[0.9994536,0.0001334727,0.00007593455,0.00006262668,0.0001257712,0.0001486176],"domain_scores_gemma":[0.9962562,0.0005846896,0.001830089,0.0000892243,0.0005760573,0.0006637525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002659708,0.00003473978,0.9907872,0.000142661,0.00001742846,0.0001919008,0.000817854,0.00006440402,0.0002539663,0.0000762223,0.002649548,0.004937435],"study_design_scores_gemma":[0.000004520857,0.00002356828,0.993708,0.00004498633,0.000004106833,0.0001047305,0.00207904,0.00004529931,0.00008916208,0.00001428277,0.003877433,0.000004712052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701675,0.0004600145,0.00008780485,0.0006092517,0.000008015774,0.0001335201,0.02010818,0.00003016482,0.008395527],"genre_scores_gemma":[0.9871253,0.000696774,0.000298291,0.0002474785,0.00001390603,0.0003526144,0.008131048,0.00001022219,0.003124285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05077534,"threshold_uncertainty_score":0.1009596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05216799240441899,"score_gpt":0.2952833294806358,"score_spread":0.2431153370762169,"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."}}