{"id":"W4399293179","doi":"10.1002/lary.31515","title":"Nodal Metastases in Stage 3 Head and Neck Melanoma: Patterns of Metastases and Patterns of Failure","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"NODAL; Stage (stratigraphy); Head and neck; Medicine; Melanoma; Head (geology); Oncology; Internal medicine; Surgery; Geology; Cancer research; Paleontology","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":[0.0003370563,0.0001352956,0.0001125615,0.0005037813,0.0001608115,0.0002092582,0.0001680027,0.0002012065,0.001048874],"category_scores_gemma":[0.001417511,0.0001008268,0.0001885406,0.0004102296,0.0002211971,0.0002283055,0.0001673306,0.0001485223,0.0002039568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527921,"about_ca_system_score_gemma":0.0002059135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949723,"about_ca_topic_score_gemma":0.005594353,"domain_scores_codex":[0.999813,0.00004229576,0.0000226338,0.00003487725,0.00004945592,0.00003771374],"domain_scores_gemma":[0.9992421,0.0001520519,0.0004310577,0.00002473141,0.00007750057,0.00007255033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003492138,0.000003826322,0.9978088,0.000006267337,0.00000451816,0.0001642047,0.00001952023,0.0000163506,0.0003369292,0.000002745283,0.00002191516,0.001580152],"study_design_scores_gemma":[0.000002102079,0.00005076327,0.9974614,0.000008319088,0.000006884583,0.002058146,0.00008718575,0.00009084553,0.0001259619,0.000009638575,0.00009765672,0.000001126092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992272,0.0003983762,0.00005550869,0.00001995647,0.000002163218,0.00000388282,0.00005555063,0.000001960341,0.000235458],"genre_scores_gemma":[0.9997897,0.00007261085,0.00003444612,0.00000471913,0.000002656886,0.000001969524,0.00004800346,6.128428e-7,0.0000454375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001949723,"threshold_uncertainty_score":0.003876746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567536019287828,"score_gpt":0.2704695040394142,"score_spread":0.2547941438465359,"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."}}