{"id":"W4233447779","doi":"10.1016/s1470-2045(20)30173-x","title":"Response assessment in paediatric high-grade glioma: recommendations from the Response Assessment in Pediatric Neuro-Oncology (RAPNO) working group","year":2020,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"National Cancer Institute; F. Hoffmann-La Roche","keywords":"Medicine; Glioma; Oncology; Medical physics; Internal medicine; Intensive care 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":[0.0184984,0.001241204,0.006034432,0.003357111,0.0003866592,0.002550096,0.003225081,0.002756987,0.003475183],"category_scores_gemma":[0.02141858,0.000630378,0.006547259,0.002810737,0.0007363268,0.001888787,0.001860848,0.005462028,0.001348148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438747,"about_ca_system_score_gemma":0.008620938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006684124,"about_ca_topic_score_gemma":0.01289868,"domain_scores_codex":[0.9949365,0.002103321,0.001423746,0.000370107,0.0009532779,0.0002131631],"domain_scores_gemma":[0.9844801,0.01008933,0.002498639,0.0002169261,0.002274836,0.000440032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005804525,0.00007309297,0.0006527927,0.08809466,0.001518578,0.0000655053,0.0001299475,0.000715162,0.0003778457,0.002010086,0.03728348,0.8684983],"study_design_scores_gemma":[0.001602933,0.0006727269,0.005845162,0.3252676,0.01040132,0.0006938376,0.0002575245,0.0009414107,0.0007799018,0.005642616,0.6477671,0.0001279557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002024538,0.9923671,0.0005834334,0.004947551,0.0005671886,0.0001829344,0.0003282504,0.0000342393,0.0007868313],"genre_scores_gemma":[0.003222843,0.9862351,0.004466618,0.004163882,0.0003373414,0.0004891097,0.0006573417,0.00002128954,0.0004064924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0184984,"threshold_uncertainty_score":0.09783012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09733537766704278,"score_gpt":0.4139052665316106,"score_spread":0.3165698888645678,"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."}}