{"id":"W3040473856","doi":"10.1016/j.oraloncology.2020.104845","title":"Treatment implications of postoperative chemoradiotherapy for squamous cell carcinoma of the oral cavity with minor and major extranodal extension","year":2020,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Chemoradiotherapy; Adjuvant; Internal medicine; Radiation therapy; Lymph node; Basal cell; Adjuvant therapy; Surgery; Gastroenterology; Oncology; Chemotherapy","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":[0.001553794,0.0001944707,0.0002240675,0.0003681356,0.0006997769,0.0005670873,0.0003805767,0.0004747814,0.004584984],"category_scores_gemma":[0.009157747,0.00009340903,0.000604402,0.0005655045,0.0005580785,0.0005888324,0.0003950807,0.0004299767,0.0001729049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191681,"about_ca_system_score_gemma":0.002467008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005795263,"about_ca_topic_score_gemma":0.01563028,"domain_scores_codex":[0.9987503,0.0008913367,0.00007122628,0.00003740726,0.0001158858,0.0001339029],"domain_scores_gemma":[0.9969139,0.002259627,0.000359788,0.00005566708,0.0002133615,0.0001977644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0142201,0.002140847,0.5775759,0.002052013,0.0005460223,0.006036479,0.001947459,0.002245752,0.003404043,0.00645048,0.004988297,0.3783925],"study_design_scores_gemma":[0.0005491274,0.006861056,0.950843,0.00057899,0.001399387,0.004784482,0.00830516,0.0006775318,0.001722505,0.003126926,0.02111385,0.00003806864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924363,0.02988285,0.0001928482,0.01096855,0.0004081842,0.00008666302,0.0002599704,0.000006120148,0.03383192],"genre_scores_gemma":[0.9940598,0.003647807,0.00007915673,0.0008285095,0.0002122487,0.00002045029,0.00004407442,0.000002576561,0.001105436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005795263,"threshold_uncertainty_score":0.01533836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04498848745877156,"score_gpt":0.328510225743386,"score_spread":0.2835217382846144,"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."}}