{"id":"W3016070924","doi":"10.1016/j.ijrobp.2020.03.024","title":"Head and Neck Cancer International Group (HNCIG) Consensus Guidelines for the Delivery of Postoperative Radiation Therapy in Complex Cutaneous Squamous Cell Carcinoma of the Head and Neck (cSCCHN)","year":2020,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Institute for Health and Care Research; Pfizer; Fudan University; ECOG-ACRIN Cancer Research Group; Sanofi; Genentech; Sanofi Pasteur; National Cancer Centre of Singapore; Bristol-Myers Squibb; AstraZeneca; National Cancer Research Institute; American College of Radiology Imaging Network","keywords":"Medicine; Head and neck; Radiation therapy; Basal cell; Head and neck cancer; Head and neck squamous-cell carcinoma; Cancer; Radiology; Surgery; Oncology; Internal medicine","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":[0.0002307385,0.0001916158,0.0005160923,0.00008966292,0.00007639567,0.00001342896,0.0002944317,0.0001237257,0.00001937495],"category_scores_gemma":[0.0004292489,0.0001284373,0.000151502,0.0001342903,0.0003714003,0.00009166194,0.00009174214,0.0002807716,3.620495e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277934,"about_ca_system_score_gemma":0.0004002124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003524833,"about_ca_topic_score_gemma":0.000141372,"domain_scores_codex":[0.9983334,0.000147205,0.000882327,0.0002183188,0.0002684676,0.0001503109],"domain_scores_gemma":[0.9966731,0.0008929417,0.001074044,0.0001069643,0.00118943,0.00006352905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002661142,0.0002365289,0.8921028,0.00002638245,0.0004299715,0.00001522432,0.002228003,0.00128863,0.01628892,0.0008975038,0.002178004,0.08164685],"study_design_scores_gemma":[0.01818691,0.004038845,0.9291722,0.0001008919,0.0001645899,0.000308108,0.000666567,0.01952983,0.008366999,0.0008288419,0.01841807,0.0002181684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546534,0.005189701,0.000371737,0.03797039,0.0009282297,0.0005496168,0.0002348475,0.000005652373,0.00009644911],"genre_scores_gemma":[0.9904008,0.00305736,0.00134847,0.004163986,0.000946487,0.00002355663,0.00003010178,0.00001986583,0.000009381491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08142868,"threshold_uncertainty_score":0.5237522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285338162668155,"score_gpt":0.3662484802136367,"score_spread":0.3033950985869551,"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."}}