{"id":"W4366818891","doi":"10.1016/j.oraloncology.2023.106400","title":"Post-operative PET/CT improves the detection of early recurrence of squamous cell carcinomas of the oral cavity","year":2023,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; Genentech; National Institutes of Health; Eisai; Incyte; Regeneron Pharmaceuticals; Atara Biotherapeutics; Sanofi; Exelixis; Mirati Therapeutics; Varian Medical Systems; Memorial Sloan-Kettering Cancer Center; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Basal cell; Oral cavity; Squamous cell cancer; Radiology; Oncology; Nuclear medicine; Internal medicine; Cancer; Dentistry","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":[0.0009675887,0.0004326589,0.000607697,0.0007438985,0.000167386,0.0007721007,0.0003077704,0.0006239417,0.001796094],"category_scores_gemma":[0.002851472,0.0001858662,0.000392396,0.0003484283,0.000229628,0.0005215384,0.0001822029,0.0004883324,0.000313096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980291,"about_ca_system_score_gemma":0.0002692598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761036,"about_ca_topic_score_gemma":0.003026633,"domain_scores_codex":[0.9997519,0.00008033675,0.00002457541,0.00003053319,0.0000702429,0.00004247044],"domain_scores_gemma":[0.9990651,0.0004516434,0.000162545,0.0000590519,0.0001822012,0.00007940393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005552342,0.0007745431,0.7942972,0.0003675657,0.0002675666,0.0008832207,0.0001374783,0.0005161959,0.01630921,0.00006813753,0.0007736661,0.1800529],"study_design_scores_gemma":[0.00005057938,0.002019988,0.9837666,0.0000567914,0.0007446097,0.002605892,0.0002010805,0.001293643,0.007121407,0.00009717341,0.002022461,0.00001967791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861652,0.01044948,0.0003684419,0.0002103255,0.00005140218,0.00002387462,0.0001246594,0.00003866764,0.002568077],"genre_scores_gemma":[0.9973707,0.001512252,0.0003070902,0.0000568502,0.00004009451,0.000004920605,0.0001051442,0.000005078685,0.0005979166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796094,"threshold_uncertainty_score":0.006008565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273626103248904,"score_gpt":0.3345741019093877,"score_spread":0.3018378408768987,"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."}}