{"id":"W2890934250","doi":"10.1016/j.ijrobp.2018.09.013","title":"Predictors of Early Recurrence Prior to Planned Postoperative Radiation Therapy for Oral Cavity Squamous Cell Carcinoma and Outcomes Following Salvage Intensified Radiation Therapy","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Surgery; Salvage therapy; Radiation therapy; Port (circuit theory); Adjuvant therapy; Retrospective cohort study; Confidence interval; Cohort; Adjuvant; Adjuvant radiotherapy; Basal cell; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006204758,0.0002363222,0.0007217879,0.0002236113,0.0001330754,0.00002352344,0.000204073,0.0001936784,0.000009558057],"category_scores_gemma":[0.000568418,0.0001889922,0.000231911,0.0001679852,0.0001617169,0.0002815868,0.00003480158,0.000247456,0.000003147471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047388,"about_ca_system_score_gemma":0.0004758901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007839257,"about_ca_topic_score_gemma":0.00001666537,"domain_scores_codex":[0.9982628,0.0001982595,0.0007433602,0.0002806936,0.0002766352,0.0002382268],"domain_scores_gemma":[0.9971466,0.0006301423,0.0007798523,0.0001314081,0.001169643,0.0001423528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002832263,0.0002871417,0.7958358,0.000006952655,0.0003838803,0.00000568922,0.005819245,0.00001174625,0.01098391,0.0002120062,0.0008099673,0.1828114],"study_design_scores_gemma":[0.01418343,0.01539407,0.9364528,0.00003838593,0.0001028493,0.0000159898,0.0002431766,0.0003700438,0.02566561,0.0004051707,0.006916014,0.0002124322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897479,0.00109658,0.001920666,0.003263377,0.002967048,0.0007785005,0.0001092615,0.00002233839,0.00009433909],"genre_scores_gemma":[0.9954562,0.0004739551,0.001175883,0.001677921,0.001063031,0.00003335012,0.00006109474,0.00002623538,0.00003237749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825989,"threshold_uncertainty_score":0.7706877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206307510332818,"score_gpt":0.3506985376220275,"score_spread":0.3186354625186993,"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."}}