{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557717,0.0001729885,0.000222636,0.0004427295,0.0002186987,0.0004257119,0.0001882287,0.0003135644,0.0006164317],"category_scores_gemma":[0.002296091,0.0001428892,0.0001892193,0.000329785,0.0002322517,0.0002215313,0.0002143684,0.000210936,0.000211765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185755,"about_ca_system_score_gemma":0.0001765057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749727,"about_ca_topic_score_gemma":0.002490437,"domain_scores_codex":[0.9997295,0.00005144556,0.00003268435,0.00006508663,0.00008806909,0.0000332212],"domain_scores_gemma":[0.9989064,0.0002387617,0.0003807619,0.0001163826,0.0002409673,0.000116678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004702058,0.00002323345,0.9901881,0.00001024761,0.00003067175,0.00005390617,0.00007350035,0.000209106,0.002939016,0.000008577779,0.00005239845,0.005941031],"study_design_scores_gemma":[0.000003619701,0.0002151928,0.9974867,0.000001796642,0.00001955445,0.0002861489,0.0000478071,0.0005114157,0.001332578,0.000007331079,0.00008461079,0.000003150503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992981,0.0001536423,0.0002421499,0.000005193758,0.000001493778,0.000007453563,0.00008163884,0.000008060438,0.0002021947],"genre_scores_gemma":[0.9996419,0.00002101184,0.00015573,0.000002769333,0.000001456238,0.000005439658,0.0001228609,0.000002447363,0.00004631967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749727,"threshold_uncertainty_score":0.003479123,"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."}}