{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002835692,0.00008864083,0.0004227844,0.00004383722,0.00007147336,0.000001277215,0.0001108488,0.0000223107,0.00001351719],"category_scores_gemma":[0.0001858152,0.0000467697,0.00009852172,0.0003202941,0.0003574598,0.00002919235,0.00009730649,0.0001906589,0.000005330018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006931996,"about_ca_system_score_gemma":0.0002905236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921015,"about_ca_topic_score_gemma":0.00236818,"domain_scores_codex":[0.9991242,0.0001805712,0.0002567582,0.000135259,0.0001433691,0.0001598251],"domain_scores_gemma":[0.9991425,0.0002101726,0.0001732719,0.0002076512,0.0002382533,0.00002818303],"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":[0.0009134571,0.0002909873,0.05459688,0.0002448024,0.00006396871,0.00005693443,0.005399762,0.000005105441,0.8849322,0.00008371706,0.0005126751,0.05289951],"study_design_scores_gemma":[0.001284329,0.007539678,0.6754259,0.00003422316,0.0001350798,0.00004031633,0.001883919,0.00008556184,0.3116186,0.00004311923,0.001838366,0.00007086621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961607,0.0003065842,0.000002039261,0.001240107,0.000409024,0.0003370852,0.00002956066,0.00001177566,0.001503113],"genre_scores_gemma":[0.9992545,0.00005076273,0.00003128937,0.0000963917,0.00003404548,0.00002096012,0.000001678949,0.000006993732,0.0005033761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.620829,"threshold_uncertainty_score":0.441572,"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."}}