{"id":"W4410442176","doi":"10.1002/lary.32269","title":"Survival Correlates With Adjuvant Choice in Sentinel Node Positive Head and Neck Cutaneous Melanoma","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Immunotherapy; Hazard ratio; Confidence interval; Melanoma; Sentinel lymph node; Internal medicine; Multivariate analysis; Oncology; Proportional hazards model; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004116038,0.00006196606,0.0001002993,0.0003191686,0.0001178291,0.0002648088,0.0001473715,0.0001531911,0.001530525],"category_scores_gemma":[0.001866275,0.00006690313,0.0001950388,0.0004501493,0.0001452607,0.0001904086,0.0001785847,0.0002051874,0.0001433461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178211,"about_ca_system_score_gemma":0.0002676173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321658,"about_ca_topic_score_gemma":0.004725244,"domain_scores_codex":[0.9998276,0.00004078549,0.00002528837,0.00003830506,0.00003395168,0.00003402495],"domain_scores_gemma":[0.9985169,0.0002889452,0.0008783943,0.00004088075,0.0001014666,0.0001735073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005925649,0.00001034594,0.9988218,0.000004418179,0.000008085036,0.00002385036,0.00001041623,0.00003390078,0.0000799854,0.000003495848,0.00003146386,0.0009131479],"study_design_scores_gemma":[0.000003000174,0.00006199363,0.9992856,0.000004621667,0.00001130733,0.000216285,0.0000596836,0.0001690293,0.00006774405,0.000009253074,0.0001103141,0.000001187991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994183,0.0002186655,0.00002357186,0.00002926167,0.00000231046,0.000001453077,0.0001308839,0.000001068467,0.000174652],"genre_scores_gemma":[0.999752,0.00006521983,0.0000192169,0.000007089528,0.000003410064,0.000001027939,0.0001076838,4.183641e-7,0.00004387715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002321658,"threshold_uncertainty_score":0.005120099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008354545379947308,"score_gpt":0.2521355367771935,"score_spread":0.2437809913972462,"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."}}