{"id":"W2946629940","doi":"10.1002/cncr.32161","title":"Pathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Yale School of Medicine; National Institutes of Health; Yale University","keywords":"Medicine; Cancer; Hazard ratio; Stage (stratigraphy); AJCC staging system; Oncology; Basal cell; Incidence (geometry); Confidence interval; Internal medicine; Carcinoma; Radiology; Staging system","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":[0.0008099276,0.0001914819,0.000170314,0.0006578019,0.0002704967,0.0004769374,0.0002728465,0.0001608757,0.0008801659],"category_scores_gemma":[0.003118066,0.00009291776,0.0002254114,0.0008756579,0.0003616425,0.0003687638,0.0003797285,0.0003014139,0.0001260925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649065,"about_ca_system_score_gemma":0.0004605482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534871,"about_ca_topic_score_gemma":0.006054072,"domain_scores_codex":[0.9997172,0.00006326717,0.00003301234,0.00004104325,0.00008633531,0.00005919547],"domain_scores_gemma":[0.9985422,0.0002361506,0.0008550506,0.00005569406,0.0001714427,0.000139581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006684306,0.000006299516,0.9938497,0.000009892589,0.00001217285,0.00007479895,0.00003406153,0.00006098151,0.0001633332,0.0000217287,0.0001466254,0.005553523],"study_design_scores_gemma":[0.000002814768,0.00003580294,0.9984492,0.00001841993,0.00002090926,0.0004621493,0.0001580648,0.0002557261,0.000101741,0.00006535873,0.0004270806,0.000002714226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961283,0.002124194,0.0001954605,0.0002205943,0.00002577006,0.00001132541,0.0002127318,0.000005764187,0.001075893],"genre_scores_gemma":[0.9991412,0.0004439871,0.0001194097,0.00001970042,0.00001953616,0.000004669116,0.0001589169,0.000001688153,0.00009082736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002534871,"threshold_uncertainty_score":0.005040228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05018643162904584,"score_gpt":0.3356589533903783,"score_spread":0.2854725217613324,"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."}}