{"id":"W2962707913","doi":"10.1016/j.ijrobp.2019.04.014","title":"In Reply to Banfill et al","year":2019,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Zhàng; Radiation therapy; Oncology; Internal 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":[0.003967217,0.001214932,0.001840484,0.001196647,0.007195559,0.00721116,0.002905234,0.1112196,0.01188096],"category_scores_gemma":[0.0378282,0.001369655,0.001624556,0.001044362,0.003770026,0.004346887,0.003609374,0.06052468,0.01101908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006875372,"about_ca_system_score_gemma":0.005809537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006340249,"about_ca_topic_score_gemma":0.01030114,"domain_scores_codex":[0.9954467,0.000963488,0.0004924085,0.0006045678,0.001221863,0.001270809],"domain_scores_gemma":[0.9891706,0.005267205,0.001107849,0.0003420081,0.001918161,0.002194157],"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":[0.0000299474,0.00001419703,0.0003588118,0.00003373344,0.00001284401,0.001728062,0.0001334347,0.00003479473,0.00006408036,0.001065619,0.9945788,0.001945731],"study_design_scores_gemma":[0.0001177179,0.00005883205,0.001304441,0.0004362785,0.00006258299,0.003416298,0.001046805,0.0004026162,0.0002592974,0.0074288,0.9853635,0.0001028927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002024717,0.0006506199,0.00004272904,0.9609133,0.03657934,0.000007194405,0.00003222753,0.00001558527,0.001556457],"genre_scores_gemma":[0.001682121,0.0004409405,0.00005684205,0.9510697,0.04212313,0.00002091782,0.00002407011,0.00001600786,0.004566202],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1112196,"threshold_uncertainty_score":0.0498845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132593983322141,"score_gpt":0.3595896320570681,"score_spread":0.3382636922238467,"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."}}