{"id":"W3112205496","doi":"10.1093/neuonc/noaa222.340","title":"IMG-04. RESPONSE ASSESSMENT IN PEDIATRIC HIGH-GRADE GLIOMA: RECOMMENDATIONS FROM THE RESPONSE ASSESSMENT IN PEDIATRIC NEURO-ONCOLOGY WORKING GROUP","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Clinical trial; Disease; Progressive disease; Oncology; Internal medicine; Medical physics","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":[0.09048898,0.002031431,0.003789766,0.006926866,0.001420668,0.003912156,0.008358719,0.008870236,0.003844192],"category_scores_gemma":[0.1182532,0.001158906,0.006587453,0.00502425,0.00197763,0.003902476,0.005481666,0.01299834,0.008147909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007005447,"about_ca_system_score_gemma":0.01962379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009347364,"about_ca_topic_score_gemma":0.006883862,"domain_scores_codex":[0.9405699,0.02977539,0.01678495,0.001583012,0.008887226,0.002399541],"domain_scores_gemma":[0.851095,0.04573848,0.02533174,0.00433394,0.06439575,0.009105193],"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":[0.0006602137,0.0004334183,0.007486415,0.008692775,0.0003783199,0.0003258446,0.0009529084,0.003210892,0.001215391,0.005553717,0.5268098,0.4442804],"study_design_scores_gemma":[0.000817293,0.001000301,0.02143323,0.06111118,0.0009394818,0.0008756083,0.001005531,0.003554487,0.002276658,0.008587532,0.8981549,0.0002438264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01166469,0.1349605,0.07099235,0.6501634,0.01447976,0.02053127,0.01627833,0.004864613,0.07606504],"genre_scores_gemma":[0.05416694,0.1314902,0.4952927,0.1811776,0.008897918,0.0526575,0.04935624,0.002355644,0.0246054],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09048898,"threshold_uncertainty_score":0.4785572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100399456240195,"score_gpt":0.3428109529851919,"score_spread":0.3018069584227899,"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."}}