{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005502721,0.00009560902,0.000237818,0.00004628156,0.00004550448,0.000005790654,0.00001814915,0.00003640949,0.00002545688],"category_scores_gemma":[0.000007599778,0.00007194943,0.0000244886,0.0000646921,0.00002129245,0.00002818075,0.00001260561,0.00003984667,0.000001910352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698802,"about_ca_system_score_gemma":0.0000789113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351651,"about_ca_topic_score_gemma":0.0083145,"domain_scores_codex":[0.9994705,0.0000120381,0.00009144736,0.0002138794,0.00003789422,0.0001742354],"domain_scores_gemma":[0.9997128,0.00003784123,0.00003555166,0.0001283083,0.00003961647,0.00004589238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007938497,0.00007750524,0.9560826,0.0001637531,0.000004856973,0.000004351317,0.002175436,0.000008023868,0.0198408,0.00002688026,0.0002123557,0.02132407],"study_design_scores_gemma":[0.002903893,0.0008286371,0.978314,0.00002558621,0.00004915665,0.000001961226,0.0007054114,0.0001965563,0.007631837,0.00001968339,0.00921819,0.0001051106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893922,0.005910172,0.00001780547,0.00326553,0.00009535947,0.000820063,0.0001500682,0.00001845956,0.0003303893],"genre_scores_gemma":[0.9964745,0.000782375,0.0001145165,0.0003060581,0.00005608563,0.0005755536,0.00002430397,0.000009930842,0.001656694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223139,"threshold_uncertainty_score":0.4639686,"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."}}