{"id":"W4211049750","doi":"10.1007/978-3-319-48066-4_4","title":"Melanoma—Treatment","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Melanoma; Dabrafenib; Vemurafenib; Trametinib; Sentinel lymph node; Adjuvant therapy; Oncology; Radiation therapy; Immunotherapy; Sentinel node; Internal medicine; Adjuvant; Stage (stratigraphy); Ipilimumab; Cancer; Dermatology; Surgery; Metastatic melanoma; Breast 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":[0.0001557201,0.0004633755,0.0002632243,0.0004137624,0.0002967267,0.0007233446,0.0003441758,0.000669413,0.04118316],"category_scores_gemma":[0.0002847328,0.0001097262,0.000211394,0.0002533186,0.0002197333,0.0007031088,0.0005849782,0.001510858,0.02288706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004035058,"about_ca_system_score_gemma":0.0004223086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006548136,"about_ca_topic_score_gemma":0.002471317,"domain_scores_codex":[0.9999188,0.00001515496,0.00000345002,0.00001302012,0.00003827576,0.00001122766],"domain_scores_gemma":[0.9999595,0.00000914575,0.00000433029,0.000004383658,0.000009245611,0.00001339714],"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":[0.00003730676,0.00005242384,0.00008637817,0.0003186067,0.000006748707,0.0001667473,0.00002381717,0.0001211364,0.001331961,0.009490632,0.4312426,0.5571216],"study_design_scores_gemma":[0.000006585158,0.00001637336,0.0001684017,0.0001621309,0.000002984809,0.0006101202,0.000008418401,0.00003205739,0.0001844342,0.002488008,0.9963185,0.000002026986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001905709,0.2651299,0.004500866,0.01966933,0.008794076,0.0001117189,0.0005126665,0.0004392484,0.6989365],"genre_scores_gemma":[0.01707401,0.154816,0.002919969,0.01462448,0.004493916,0.0001269949,0.0006091196,0.0001455906,0.8051898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04118316,"threshold_uncertainty_score":0.1377714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561152556076299,"score_gpt":0.2183349939896778,"score_spread":0.2027234684289149,"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."}}