{"id":"W2914391098","doi":"10.1002/hed.25624","title":"Prospective evaluation of pretreatment and intratreatment FDG PET‐CT SUV stability in primary head and neck cancer","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Ontario Institute for Cancer Research","keywords":"Nuclear medicine; Medicine; Head and neck cancer; Standardized uptake value; Positron emission tomography; Head and neck; Radiation therapy; Radiology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373314,0.0001946065,0.0005879406,0.00006316893,0.00004000012,0.000007886611,0.00002316294,0.00002360577,0.0001434258],"category_scores_gemma":[0.00004741039,0.0001499365,0.00004070259,0.0001476334,0.00009102777,0.00009008298,0.0000452809,0.0001107512,0.000004562149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000958459,"about_ca_system_score_gemma":0.0004619222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921905,"about_ca_topic_score_gemma":0.003995281,"domain_scores_codex":[0.9985591,0.00008059983,0.0002998506,0.0004373282,0.0003850259,0.0002380845],"domain_scores_gemma":[0.9993311,0.00007526625,0.00007487433,0.0002536283,0.0001697706,0.00009543199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005517018,0.0004854286,0.9830865,0.0005152205,0.0001166288,0.00001605423,0.001693306,0.000003921078,0.00104148,0.00002739636,0.00006914676,0.01239318],"study_design_scores_gemma":[0.0074836,0.001779347,0.9861367,0.000658504,0.0001948994,0.00003254506,0.0002827219,0.0002509524,0.002779089,0.000121564,0.0001598831,0.0001201795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819774,0.01040703,2.693474e-7,0.0007362487,0.00009002339,0.002398273,0.0000289939,0.00001901712,0.004342717],"genre_scores_gemma":[0.9975359,0.00162565,0.0002144652,0.0001010664,0.00003430631,0.0003350185,0.00001278375,0.00001464975,0.0001261073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555852,"threshold_uncertainty_score":0.6114234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525400024895695,"score_gpt":0.339075674132238,"score_spread":0.3038216738832811,"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."}}