{"id":"W4211080250","doi":"10.1007/978-3-030-48363-0_16","title":"Melanoma","year":2020,"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":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Melanoma; Sentinel lymph node; Adjuvant therapy; Lymphadenectomy; Systemic therapy; Sentinel node; Lymph node; Adjuvant; Biopsy; Cancer; Targeted therapy; Oncology; Resection margin; Wide local excision; Internal medicine; Surgery; Breast cancer; Resection; 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":[0.0001057626,0.0006650099,0.0002713636,0.0006758557,0.00063569,0.001119755,0.0004201465,0.000617939,0.2881172],"category_scores_gemma":[0.0003297844,0.0002165426,0.0002996832,0.0003543772,0.0002183576,0.000736231,0.0009385188,0.00114576,0.1691628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864818,"about_ca_system_score_gemma":0.0003353821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021835,"about_ca_topic_score_gemma":0.0044241,"domain_scores_codex":[0.9999239,0.000008269772,0.000002572064,0.0000180843,0.00003442956,0.00001261885],"domain_scores_gemma":[0.9999257,0.00001256598,0.0000042762,0.00001150775,0.00002369082,0.00002221221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002606261,0.00005040995,0.0002014664,0.0001936686,0.000004364955,0.0003511748,0.00008122192,0.0001417634,0.002416244,0.01223835,0.5925499,0.3917453],"study_design_scores_gemma":[0.000001891461,0.00001193209,0.0001948224,0.00006246738,0.000001727488,0.0006217705,0.00001761029,0.00003464336,0.0002284947,0.001101154,0.9977219,0.000001591133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005911769,0.006206895,0.001082639,0.000752306,0.001356562,0.00004010856,0.0001663832,0.0002153846,0.9895886],"genre_scores_gemma":[0.001408034,0.002335803,0.0004335517,0.0003958656,0.0001741267,0.00001068093,0.00008904378,0.00003399108,0.995119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2881172,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232499533292888,"score_gpt":0.2317282446694627,"score_spread":0.2094032493365338,"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."}}