{"id":"W4281791850","doi":"10.1200/edbk_351153","title":"Current State of Adjuvant Therapy for Melanoma: Less Is More, or More Is Better?","year":2022,"lang":"en","type":"article","venue":"American Society of Clinical Oncology Educational Book","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dabrafenib; Adjuvant; Adjuvant therapy; Disease; Trametinib; Oncology; Clinical trial; Internal medicine; Melanoma; Placebo; Surgery; Cancer; Metastatic melanoma; Vemurafenib; Pathology; Alternative medicine","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":[0.001748912,0.0004012092,0.000742401,0.0006336186,0.0004749434,0.002799102,0.0007054143,0.001442621,0.01667151],"category_scores_gemma":[0.004136648,0.0001805556,0.000491507,0.0006731876,0.000906206,0.00325853,0.000596929,0.005390191,0.006299793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210924,"about_ca_system_score_gemma":0.001515754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362361,"about_ca_topic_score_gemma":0.004328992,"domain_scores_codex":[0.9992784,0.0002418427,0.00004763061,0.0000578644,0.0003292344,0.00004504478],"domain_scores_gemma":[0.998289,0.0007528218,0.000169564,0.00005549504,0.0004811628,0.0002518625],"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":[0.0000906597,0.00004855913,0.000324476,0.001096617,0.00001987285,0.00006387545,0.00007287754,0.00007923943,0.0005208475,0.004694493,0.6707895,0.322199],"study_design_scores_gemma":[0.00003745723,0.00009327048,0.0008154394,0.0008765231,0.00002924459,0.0004031524,0.00009953004,0.0001334668,0.0001494438,0.006668075,0.9906802,0.00001420467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001394398,0.5478812,0.001727986,0.3599297,0.05625126,0.00003397409,0.000349002,0.0002037464,0.0322287],"genre_scores_gemma":[0.02077557,0.6086685,0.005519796,0.2100646,0.0661329,0.00008313213,0.0007606215,0.0001873351,0.08780753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01667151,"threshold_uncertainty_score":0.05577177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09061740385038856,"score_gpt":0.4565235831820147,"score_spread":0.3659061793316261,"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."}}