{"id":"W4252190991","doi":"10.1007/978-3-319-26276-5_13","title":"Melanoma","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Melanoma; Sentinel lymph node; Lymphadenectomy; Biopsy; Sentinel node; Wide local excision; Lymph node; Surgery; Immunotherapy; Dermatology; Radiology; Internal medicine; Cancer; 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":[0.0001282327,0.0006139471,0.0002658967,0.0006386017,0.0005245506,0.001032756,0.0003920874,0.000557546,0.1955131],"category_scores_gemma":[0.0004062443,0.0001808528,0.0002701109,0.0003172292,0.0002342962,0.000875655,0.0009854678,0.001215857,0.1031364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154829,"about_ca_system_score_gemma":0.0004129825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000875185,"about_ca_topic_score_gemma":0.003507956,"domain_scores_codex":[0.9999145,0.000009677809,0.000003176594,0.00002031302,0.00003888106,0.00001336719],"domain_scores_gemma":[0.9999247,0.00001283188,0.000004872482,0.0000119075,0.00002472406,0.00002104496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002414097,0.00004594,0.000210982,0.0002123621,0.000004582364,0.0003336908,0.0000953951,0.0001563259,0.002460999,0.01487369,0.4865766,0.4950053],"study_design_scores_gemma":[0.000001899887,0.00001014341,0.0001653652,0.00008574485,0.000001941007,0.0007262611,0.0000203209,0.00003535572,0.0003019529,0.001632291,0.9970169,0.000001818699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008551357,0.01057429,0.002109795,0.001322086,0.002156456,0.0000484778,0.0001897964,0.0002774269,0.9824666],"genre_scores_gemma":[0.002643571,0.004592854,0.0008152775,0.0007007441,0.0003214284,0.00001572539,0.0001210215,0.0000479331,0.9907414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1955131,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725253035244612,"score_gpt":0.2334940471375758,"score_spread":0.2162415167851297,"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."}}