{"id":"W2606076926","doi":"10.1016/j.prro.2017.02.002","title":"Radiation therapy for oropharyngeal squamous cell carcinoma: Executive summary of an ASTRO Evidence-Based Clinical Practice Guideline","year":2017,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Guideline; Systemic therapy; Radiation therapy; Stage (stratigraphy); Oncology; Induction chemotherapy; Internal medicine; Intensive care medicine; Cancer; Pathology; Breast cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002906282,0.0002028137,0.0008505409,0.0001002181,0.0003221975,0.00003159576,0.0001683619,0.000326702,0.00006759242],"category_scores_gemma":[0.03060858,0.0001770849,0.0001974975,0.00007756874,0.0002850723,0.001054784,0.0000419312,0.0004170739,0.0000122259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323038,"about_ca_system_score_gemma":0.002364451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904303,"about_ca_topic_score_gemma":0.00002229404,"domain_scores_codex":[0.9970321,0.0006867824,0.001066098,0.0004982807,0.0003712109,0.0003455086],"domain_scores_gemma":[0.9879804,0.008808768,0.001334039,0.000601888,0.0009731656,0.000301684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04880748,0.00792387,0.04981697,0.0002363425,0.0001988867,0.0002416319,0.0006165201,0.0000432415,0.00362046,0.0008137564,0.1503361,0.7373448],"study_design_scores_gemma":[0.02213268,0.03199014,0.1563234,0.00004535434,0.0006720516,0.00005198104,0.0003231483,0.01237977,0.007149651,0.00009223216,0.768546,0.0002935678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6120241,0.01487072,0.02093139,0.3025014,0.005050157,0.007071533,0.0001940735,0.0002011564,0.0371554],"genre_scores_gemma":[0.9424361,0.00224843,0.04556986,0.007782899,0.001496175,0.0001681887,0.0001003863,0.0000326362,0.0001653381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7370512,"threshold_uncertainty_score":0.977557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299641247583722,"score_gpt":0.4933355699877151,"score_spread":0.3633714452293429,"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."}}