{"id":"W3040079866","doi":"10.1016/j.ijom.2020.06.006","title":"The utility of postoperative radiotherapy in intermediate-risk oral squamous cell carcinoma","year":2020,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perineural invasion; Lymphovascular invasion; Port (circuit theory); Hazard ratio; Surgical margin; Pathological; Radiation therapy; Basal cell; Oncology; Surgery; Internal medicine; Retrospective cohort study; Cancer; Metastasis; Confidence interval","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":[0.0003819273,0.0001026095,0.0004101166,0.0000837865,0.00004233055,0.0000180615,0.0001019027,0.00003975731,0.00006846902],"category_scores_gemma":[0.0003217441,0.00006299038,0.0001600519,0.00009268222,0.0001489584,0.000104091,0.00003958945,0.0002210676,8.59648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003944775,"about_ca_system_score_gemma":0.0001718544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003272668,"about_ca_topic_score_gemma":0.00004130032,"domain_scores_codex":[0.9988848,0.00005752825,0.0005149905,0.00009992308,0.0003171478,0.0001256419],"domain_scores_gemma":[0.9991992,0.0001071666,0.0002507596,0.00004304411,0.0002942219,0.0001056151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003156847,0.0001110491,0.7769563,0.00001494217,0.00008257973,0.0002514794,0.001795669,0.00000167427,0.001307116,0.00001727945,0.001392356,0.2149128],"study_design_scores_gemma":[0.00216357,0.0007043512,0.9264981,0.00003793005,0.00003147895,0.00008388892,0.0006281907,0.0003148559,0.003370302,0.00007357621,0.06599304,0.0001006879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885953,0.002616105,0.00003885753,0.007662675,0.0006936521,0.00007463927,0.00002408069,0.000003366046,0.0002913038],"genre_scores_gemma":[0.9966348,0.002362169,0.00006038764,0.0008275015,0.00008001024,0.000001470269,0.000001938798,0.000006687349,0.00002501794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2148121,"threshold_uncertainty_score":0.2568673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049778669839076,"score_gpt":0.2904346955275305,"score_spread":0.2599369088291398,"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."}}