{"id":"W2432316501","doi":"10.1093/neuonc/now077.01","title":"LMI-01DEVELOPMENT OF CLINICAL GUIDELINES FOR THE TREATMENT OF LOW GRADE GLIOMAS IN LOWER AND LOWER MIDDLE INCOME COUNTRIES – A SIOP PODC INITIATIVE","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Low and middle income countries; Middle income country; Medicine; Middle income; Developing country; Economics; Socioeconomics; Economic growth; Demographic economics","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":[0.02597225,0.001154221,0.001366617,0.006940311,0.001418255,0.005440531,0.005131606,0.005948184,0.02239543],"category_scores_gemma":[0.04172369,0.0009079181,0.002140614,0.004418982,0.001386867,0.002676995,0.005308037,0.005592046,0.01779809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009363287,"about_ca_system_score_gemma":0.04592128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864983,"about_ca_topic_score_gemma":0.02890664,"domain_scores_codex":[0.9819013,0.0085204,0.003446975,0.0004986815,0.004311292,0.001321445],"domain_scores_gemma":[0.9372258,0.006626906,0.005635506,0.00161504,0.04111208,0.007784848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006346071,0.0001585794,0.001212511,0.001775975,0.00002906518,0.0003147295,0.0003407402,0.0003327889,0.0005456691,0.004043434,0.8962345,0.09494862],"study_design_scores_gemma":[0.00007567683,0.0000677702,0.003569899,0.0068694,0.00002682825,0.0003162049,0.0003477276,0.000289826,0.0002832211,0.001324041,0.9867967,0.00003273588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.008032351,0.05492696,0.04214161,0.4887178,0.03544257,0.01805576,0.02673532,0.003771043,0.3221765],"genre_scores_gemma":[0.03539331,0.08333851,0.3692604,0.1554253,0.01178284,0.02340773,0.1145767,0.001790502,0.2050248],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02597225,"threshold_uncertainty_score":0.137356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088321841728347,"score_gpt":0.4574309827104888,"score_spread":0.3485987985376541,"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."}}