{"id":"W4387033307","doi":"10.1002/cncr.35020","title":"Development and validation of a novel TNM staging N‐classification of oral cavity squamous cell carcinoma","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Sinai Health System; Princess Margaret Cancer Centre; University of Toronto; Health Sciences North; University Health Network","funders":"University of Toronto; National Cancer Institute; Castle Biosciences; National Institutes of Health; American Head and Neck Society","keywords":"Medicine; Hazard ratio; Confidence interval; Internal medicine; Basal cell; Proportional hazards model; Oncology; Cancer; Lymph node; Gastroenterology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01302222,0.0006242971,0.0003682514,0.001091864,0.0004063212,0.001249232,0.001157728,0.0006253759,0.0007818263],"category_scores_gemma":[0.0216012,0.0001490498,0.0005108638,0.0004904105,0.0003791649,0.0006729573,0.0009743627,0.0005378877,0.0004236252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008471955,"about_ca_system_score_gemma":0.001680224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048023,"about_ca_topic_score_gemma":0.004002599,"domain_scores_codex":[0.9971276,0.001260204,0.0002671652,0.0004246664,0.0007850775,0.0001352272],"domain_scores_gemma":[0.9913998,0.002824537,0.001109731,0.0006851162,0.003592214,0.0003886507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001168032,0.000268636,0.8248152,0.0001819089,0.0001887286,0.00008815769,0.0002689669,0.004201028,0.009906549,0.0006452631,0.002391747,0.1558759],"study_design_scores_gemma":[0.0003938391,0.002575413,0.8614967,0.00027656,0.0007544854,0.0009219321,0.0005827107,0.1063511,0.01347293,0.001573476,0.01152523,0.00007564155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616231,0.001080238,0.0316042,0.0003490818,0.0003382035,0.0006488248,0.001146166,0.0001298889,0.003080267],"genre_scores_gemma":[0.9584162,0.0001994952,0.03792186,0.0000552846,0.00006829291,0.0003053437,0.002583336,0.00001928049,0.0004308613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302222,"threshold_uncertainty_score":0.06886894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09861816466935978,"score_gpt":0.3400144045300472,"score_spread":0.2413962398606874,"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."}}