{"id":"W4399582147","doi":"10.1002/hed.27845","title":"Timing of postoperative radiation therapy for major salivary gland cancers","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Mucoepidermoid carcinoma; Salivary gland cancer; Medicine; Salivary gland; Port (circuit theory); Cohort; Cancer; Oncology; Internal medicine; Radiation therapy","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":[0.0000606162,0.0001013907,0.0002050144,0.00006515151,0.00003964113,0.00001451756,0.00002253956,0.00003661054,0.0001608646],"category_scores_gemma":[0.0000131544,0.00007069785,0.00009360658,0.0000984361,0.00001812693,0.00005191092,0.000004704532,0.00004752786,0.00001320018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106529,"about_ca_system_score_gemma":0.0001480932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004280057,"about_ca_topic_score_gemma":0.00003375446,"domain_scores_codex":[0.9994255,0.00001380319,0.0001549697,0.0001757099,0.000101274,0.0001287963],"domain_scores_gemma":[0.9996486,0.0001194209,0.00002499878,0.0001106947,0.00004059181,0.00005567933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003545752,0.001173941,0.6600941,0.001059632,0.001944659,0.0004366257,0.007801434,0.00006368857,0.004639333,0.006043424,0.1170131,0.1961843],"study_design_scores_gemma":[0.01321363,0.005805741,0.8002824,0.001597668,0.0004296557,0.0001570317,0.0002340473,0.004293547,0.06666714,0.0006052215,0.1063351,0.0003788583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825306,0.01137981,0.00003756022,0.002846637,0.0002652529,0.0006644298,0.00006549041,0.00004548845,0.00216477],"genre_scores_gemma":[0.9969249,0.001002602,0.0004729295,0.0006685985,0.0001701222,0.0001438525,0.0001282173,0.00002110907,0.0004676498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958054,"threshold_uncertainty_score":0.2882975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372056552631617,"score_gpt":0.3406776248121832,"score_spread":0.3034719695490214,"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."}}