{"id":"W2940825868","doi":"10.1259/bjr.20180901","title":"Dose-painted volumetric modulated arc therapy of high-grade glioma using 3,4-dihydroxy-6-[18F]fluoro-L-phenylalanine positron emission tomography","year":2019,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Nuclear medicine; Medicine; Radiation treatment planning; Positron emission tomography; Radiation therapy; Radiology","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":[0.0001253728,0.0002404564,0.0001645541,0.0001733234,0.00005812745,0.0001833724,0.0003225121,0.0002288213,0.0006739454],"category_scores_gemma":[0.0003079042,0.0001280437,0.0002330556,0.0001362209,0.0002607044,0.0001184498,0.0001610317,0.0002140932,0.0001597047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004634466,"about_ca_system_score_gemma":0.0002418675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464812,"about_ca_topic_score_gemma":0.001724824,"domain_scores_codex":[0.9999095,0.00001865533,0.00000332707,0.00001420436,0.00003658728,0.00001765389],"domain_scores_gemma":[0.9999559,0.00001061072,0.0000180333,0.000007078305,0.000003604707,0.000004794096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003062601,0.001033159,0.0119163,0.0004406662,0.0002249696,0.0008371075,0.0002220157,0.06812831,0.739017,0.0006534542,0.0005806186,0.1738838],"study_design_scores_gemma":[0.002478687,0.02263706,0.1564334,0.0000791089,0.0004291778,0.00832272,0.0001304241,0.08141148,0.7155359,0.001484146,0.01097648,0.00008148119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865699,0.0008261984,0.01103761,0.00006735422,0.000009602247,0.00007968256,0.00005483458,0.0000955846,0.001259106],"genre_scores_gemma":[0.9954556,0.0002149169,0.003867628,0.00002248012,0.000004673147,0.00002129139,0.00005772649,0.0000143706,0.0003413002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001464812,"threshold_uncertainty_score":0.003362536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241182246476304,"score_gpt":0.2512636262178293,"score_spread":0.2388518037530663,"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."}}