{"id":"W1572181151","doi":"10.1002/9780471420194.tnmc56","title":"Malignant Melanoma of Upper Aerodigestive Tract","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Melanoma; Medicine; Lymph node metastasis; Metastasis; Stage (stratigraphy); Lymph; Pathology; Lymph node; Cancer; Internal medicine; Biology; Cancer research","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":[0.00006432954,0.0002503304,0.0001006689,0.0006437114,0.0002530828,0.0002580785,0.0001372846,0.0001922156,0.02132027],"category_scores_gemma":[0.0003874654,0.0000443437,0.0001557605,0.0004526967,0.0000887159,0.0001694342,0.0002322263,0.0001947602,0.005867872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867769,"about_ca_system_score_gemma":0.0002498175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661144,"about_ca_topic_score_gemma":0.004414151,"domain_scores_codex":[0.999941,0.000005358576,0.00000541074,0.000008264378,0.00002071626,0.00001931399],"domain_scores_gemma":[0.9999151,0.00001104681,0.00002113809,0.00001195941,0.00001759847,0.00002316556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0004289036,0.0002523352,0.2060854,0.001187044,0.00005163166,0.1534621,0.000243144,0.0007103381,0.0249905,0.005598614,0.1454241,0.4615658],"study_design_scores_gemma":[0.00004402373,0.0002728171,0.335793,0.0005241105,0.0000384132,0.2150055,0.0001807188,0.001111784,0.006747503,0.001897382,0.4383618,0.00002296688],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2385692,0.01519789,0.003347799,0.001288559,0.0007679011,0.0003427088,0.009779793,0.0006722012,0.7300341],"genre_scores_gemma":[0.7415916,0.008581299,0.002937644,0.0006628376,0.0003547923,0.00009077846,0.003272856,0.0001168992,0.2423913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02132027,"threshold_uncertainty_score":0.07132345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334230509177636,"score_gpt":0.2690573337283774,"score_spread":0.2557150286366011,"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."}}