{"id":"W1986709694","doi":"10.1038/sj.bjc.6600114","title":"FDG–PET. A possible prognostic factor in head and neck cancer","year":2002,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Standardized uptake value; Medicine; Positron emission tomography; Head and neck cancer; Stage (stratigraphy); Head and neck squamous-cell carcinoma; Nuclear medicine; Univariate analysis; Cancer; Multivariate analysis; Head and neck; Carcinoma; Oncology; Internal medicine; Surgery; Biology","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":[0.0003304878,0.0002454816,0.0002741416,0.0003381451,0.0001989815,0.0002541016,0.0001585033,0.000385715,0.002144782],"category_scores_gemma":[0.0007403094,0.0001123481,0.0001715433,0.0007290798,0.0002105538,0.0001444175,0.00009953507,0.000279849,0.0005512052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108306,"about_ca_system_score_gemma":0.0002383553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509844,"about_ca_topic_score_gemma":0.003006863,"domain_scores_codex":[0.9998963,0.00003547427,0.000008145173,0.0000161637,0.00001689898,0.00002699543],"domain_scores_gemma":[0.9997451,0.00008540913,0.00006883824,0.00001187208,0.00003130394,0.00005739645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001174822,0.00004222674,0.9491445,0.0001194119,0.00005377154,0.001989066,0.00002966965,0.0001909793,0.003410958,0.00006681938,0.001186163,0.04259162],"study_design_scores_gemma":[0.00003658994,0.0003131141,0.9855044,0.00003210798,0.0001175436,0.008055877,0.00005142519,0.0006180366,0.0009709174,0.0001984149,0.004091531,0.00001004132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732747,0.02036839,0.0007251309,0.0007714364,0.0001198094,0.00004015554,0.0009999329,0.0000448046,0.003655714],"genre_scores_gemma":[0.9961362,0.001982842,0.0004493827,0.0001026062,0.000102528,0.00001317924,0.0005697646,0.000003413518,0.0006401053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002509844,"threshold_uncertainty_score":0.007175028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192314064905917,"score_gpt":0.3414097911688503,"score_spread":0.3094866505197912,"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."}}