{"id":"W2896464426","doi":"10.1002/lary.27316","title":"Impact of neoadjuvant radiation on margins for non–squamous cell carcinoma sinonasal malignancies","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto; Princess Margaret Cancer Centre; Saint John Regional Hospital","funders":"","keywords":"Medicine; Neoadjuvant therapy; Oncology; Odds ratio; Internal medicine; Confidence interval; Radiation therapy; Adjuvant; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276814,0.0000980003,0.000230638,0.0002654646,0.0001519345,0.0003975923,0.0002630363,0.0002566374,0.003216257],"category_scores_gemma":[0.007300874,0.00008937013,0.0005124862,0.0003034215,0.0002739352,0.0003543563,0.0002267714,0.0002324704,0.0002084495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750607,"about_ca_system_score_gemma":0.0006267405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007233615,"about_ca_topic_score_gemma":0.002793052,"domain_scores_codex":[0.9992859,0.0002946013,0.0001405432,0.00006366735,0.0001654598,0.00004986496],"domain_scores_gemma":[0.9954798,0.002173008,0.001858236,0.0001073273,0.0002053896,0.0001761068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002494096,0.0000803323,0.9558796,0.000605755,0.0002261942,0.0001531172,0.00003290709,0.0002166324,0.0008140979,0.00006168591,0.0004431686,0.03899241],"study_design_scores_gemma":[0.00006380132,0.001148353,0.9938214,0.0003876918,0.0005381248,0.001052116,0.0001766374,0.0002536108,0.001062854,0.00008456277,0.001403651,0.000007133647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817024,0.01496124,0.0002855496,0.0003709882,0.0000560341,0.00003390437,0.0004690849,0.000008156254,0.002112646],"genre_scores_gemma":[0.9980015,0.001325729,0.0002011996,0.00005930107,0.00003566328,0.00001543178,0.0002301346,0.000002405719,0.0001284959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003216257,"threshold_uncertainty_score":0.01075947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069175922671136,"score_gpt":0.3145400371677753,"score_spread":0.293848277941064,"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."}}