{"id":"W2947141225","doi":"10.1200/jco.2020.38.15_suppl.e18549","title":"Phase II study: Induction chemotherapy & transoral surgery as definitive treatment (Tx) for locally advanced oropharyngeal squamous cell carcinoma (OPSCC): An update and retrospective review of non-study patients.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Dr. Cyrus and Myrtle Katzen Cancer Research Center, George Washington University","keywords":"Medicine; Docetaxel; Neck dissection; Regimen; Induction chemotherapy; Surgery; Carboplatin; Quality of life (healthcare); Stage (stratigraphy); Internal medicine; Radiation therapy; Chemotherapy; Cisplatin; Cancer; Oncology","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":[0.002874769,0.0002894861,0.0008421539,0.0003413982,0.0001628966,0.000740095,0.0005275095,0.0004357226,0.00300356],"category_scores_gemma":[0.002019293,0.000211114,0.000640133,0.0008254309,0.0003548881,0.0004883308,0.0002314568,0.0004799366,0.0005818395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840857,"about_ca_system_score_gemma":0.0008736103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003559656,"about_ca_topic_score_gemma":0.0007526704,"domain_scores_codex":[0.9989969,0.0005820862,0.0001351413,0.0001236331,0.0001195503,0.00004259172],"domain_scores_gemma":[0.997694,0.0006988539,0.0009903957,0.0001752026,0.0002362619,0.0002053918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1677579,0.006932927,0.387169,0.009755293,0.007123496,0.001256361,0.0004436597,0.0005633516,0.01769219,0.0004287051,0.01508605,0.3857911],"study_design_scores_gemma":[0.09241406,0.1011848,0.7096109,0.002255133,0.01027091,0.007607352,0.0004739845,0.001001686,0.005298987,0.0003396404,0.06947584,0.00006670685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854088,0.118203,0.002258087,0.000673308,0.0002155525,0.005690119,0.01271829,0.00008104747,0.006072656],"genre_scores_gemma":[0.9193,0.04990742,0.003803898,0.00208247,0.000357599,0.004337619,0.01718288,0.0000581504,0.002969937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00300356,"threshold_uncertainty_score":0.01520336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132247104912551,"score_gpt":0.4616501318745257,"score_spread":0.3294030269619747,"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."}}