{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096334,0.0001322733,0.0002769098,0.0004003434,0.0001515109,0.0003762276,0.000293649,0.0001746652,0.002253086],"category_scores_gemma":[0.00496739,0.0001103296,0.0006886353,0.0006362649,0.0001506903,0.0003461572,0.0002652237,0.0004407352,0.0002353814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102326,"about_ca_system_score_gemma":0.0006460632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158236,"about_ca_topic_score_gemma":0.002488413,"domain_scores_codex":[0.9992117,0.0002251389,0.0001406169,0.0001220855,0.0002009871,0.00009944601],"domain_scores_gemma":[0.9947302,0.001351444,0.003318117,0.000146134,0.0002046277,0.0002493212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000777626,0.00004940549,0.9785341,0.0002091498,0.0001944908,0.000119234,0.00004626694,0.0003880902,0.0007311243,0.00007097666,0.0005202129,0.01835927],"study_design_scores_gemma":[0.00001537627,0.0004472105,0.9951722,0.00008859705,0.0001302716,0.0008787368,0.0001281235,0.0002478118,0.0006550629,0.00009030363,0.002138989,0.000007369999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884257,0.006710428,0.0009949071,0.0003428377,0.00009714213,0.00003304858,0.001281401,0.00002742785,0.00208711],"genre_scores_gemma":[0.9980052,0.0009653119,0.0003071194,0.0000673787,0.00004364687,0.00001649806,0.0004033714,0.000007653469,0.0001838159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002253086,"threshold_uncertainty_score":0.007537305,"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."}}