{"id":"W4389882984","doi":"10.3390/cancers15245867","title":"The Role of Adjuvant Radiotherapy for the Treatment of Resected High-Risk Stage III Cutaneous Melanoma in the Era of Modern Systemic Therapies","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Adjuvant; Adjuvant therapy; Internal medicine; Radiation therapy; Melanoma; Stage (stratigraphy); Oncology; Lymphadenectomy; Adjuvant radiotherapy; Cancer; Surgery; Gastroenterology; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001613625,0.00009887466,0.0002915893,0.0002769901,0.0001128686,0.0004274476,0.00022508,0.0002091507,0.0005583754],"category_scores_gemma":[0.003538293,0.0000792387,0.0004347745,0.0002494733,0.0001983634,0.0002731453,0.0001764165,0.0003376994,0.00006545384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939141,"about_ca_system_score_gemma":0.0006625746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847867,"about_ca_topic_score_gemma":0.004409443,"domain_scores_codex":[0.9995771,0.0002468452,0.00004545267,0.00003328146,0.00006183826,0.00003556794],"domain_scores_gemma":[0.9983634,0.0005489176,0.0007359644,0.00009040403,0.00008253312,0.0001788401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002682971,0.0001746611,0.8475496,0.0002184874,0.0002412551,0.0003861481,0.00008717706,0.001263621,0.001815735,0.0002748408,0.0006392713,0.1446663],"study_design_scores_gemma":[0.0001450122,0.001955377,0.9874471,0.0002727864,0.0003276291,0.002335609,0.0001886507,0.003194156,0.0007206662,0.0003274005,0.003069594,0.00001604888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9770427,0.0206856,0.0003611751,0.0007442093,0.0000323431,0.00001017992,0.00008734363,0.000006733908,0.001029743],"genre_scores_gemma":[0.9969451,0.002543803,0.0002313214,0.00008799425,0.00004512813,0.000003582041,0.00006167891,0.000001566583,0.00007987433],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001847867,"threshold_uncertainty_score":0.008533776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240770583360498,"score_gpt":0.2599337460086997,"score_spread":0.2475260401750947,"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."}}