{"id":"W4411735782","doi":"10.1177/01455613251351388","title":"Survival Outcomes in Upstaged Cutaneous Head and Neck Melanoma With Negative Sentinel Lymph Node Biopsy: A Retrospective Analysis","year":2025,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Sentinel lymph node; Hazard ratio; Biopsy; Proportional hazards model; Confidence interval; Retrospective cohort study; Prospective cohort study; Radiology; Surgery; Internal medicine; Cancer; Breast 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780079,0.0002746378,0.0008006141,0.0008371985,0.0002218591,0.0001244278,0.00009702546,0.00008793492,0.0002526338],"category_scores_gemma":[0.0001376264,0.0002043549,0.0002007223,0.001177793,0.000118002,0.00008617822,0.00007647435,0.0004799798,0.00001603497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607628,"about_ca_system_score_gemma":0.0001200558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149971,"about_ca_topic_score_gemma":0.0003478717,"domain_scores_codex":[0.9982776,0.0001354115,0.0004166896,0.0003869762,0.0004182606,0.0003650702],"domain_scores_gemma":[0.9991016,0.00009749431,0.0001869606,0.0002846026,0.000152756,0.0001766076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008216446,0.0002434676,0.9909992,0.00002590333,0.002282335,0.003570489,0.0006541079,0.00007469945,0.0004020016,0.000166926,0.00005592968,0.0007033088],"study_design_scores_gemma":[0.004102478,0.0001679089,0.988866,0.0001348534,0.001040257,0.002774983,0.001551277,0.0006320265,0.0001266163,0.0002088103,0.000190992,0.0002038041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875723,0.00009164683,0.001061601,0.002144362,0.0002470657,0.0002576552,0.000007992347,0.00005592666,0.008561448],"genre_scores_gemma":[0.9921431,0.0001087801,0.00106063,0.0004669799,0.00008567496,0.000006743838,0.000004112324,0.00002328366,0.006100716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004570778,"threshold_uncertainty_score":0.8333353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045146083453298,"score_gpt":0.270672071948779,"score_spread":0.260220611114246,"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."}}