{"id":"W4391747934","doi":"10.1002/hed.27656","title":"Lymph node yield: Impact on oncologic outcomes in oral cavity cancer","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Lymph node; Concordance; Proportional hazards model; Neck dissection; Lymph; Retrospective cohort study; Cohort; Cancer; Internal medicine; Carcinoma; Dissection (medical); Primary tumor; Surgery; Oncology; Pathology; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008440724,0.0001622559,0.0001531484,0.000341804,0.0002000419,0.0004195423,0.0002379593,0.0001848794,0.001191433],"category_scores_gemma":[0.003597296,0.00009336558,0.0002652037,0.0005026222,0.0004073181,0.0002831095,0.0005651884,0.0002984483,0.000110168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789831,"about_ca_system_score_gemma":0.0005125697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007270153,"about_ca_topic_score_gemma":0.01212416,"domain_scores_codex":[0.9996732,0.00009020448,0.00003042713,0.00005520271,0.00008703228,0.00006400104],"domain_scores_gemma":[0.9981977,0.0004908907,0.000910103,0.00007045199,0.000131047,0.0001998366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008529123,0.000004876775,0.9987508,0.00000621613,0.00001204971,0.00002542687,0.00001802741,0.00009561807,0.00007518208,0.000008075885,0.00002476149,0.0008936706],"study_design_scores_gemma":[0.000002508883,0.00005116441,0.9993538,0.000005676662,0.00001640014,0.00009705448,0.00006862538,0.0002442962,0.00006406808,0.00002925113,0.00006522085,0.000001858541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992482,0.0002518223,0.00005541233,0.00003582185,0.000002200306,0.00000308896,0.0001490884,0.000001443033,0.0002528369],"genre_scores_gemma":[0.9998184,0.00004273566,0.00002336225,0.000003852112,0.000002477452,0.00000132738,0.00007740111,6.915895e-7,0.00002973942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007270153,"threshold_uncertainty_score":0.01445568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06716137016604559,"score_gpt":0.4135177406379915,"score_spread":0.3463563704719459,"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."}}