{"id":"W2885416623","doi":"10.1158/1538-7445.am2018-4768","title":"Abstract 4768: Characteristics of patients diagnosed de novo with AJCC7 stage III or regionally advanced cutaneous melanoma and trends in adjuvant therapy: An analysis of the SEER cancer registry in the United States","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Ipilimumab; Systemic therapy; Melanoma; Internal medicine; Radiation therapy; Cancer registry; Cancer; Stage (stratigraphy); Oncology; Adjuvant therapy; Nivolumab; Dabrafenib; Adjuvant; Surgery; Breast cancer; Immunotherapy; Vemurafenib; Metastatic melanoma","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":[0.000480973,0.0001395376,0.0002746371,0.0008406138,0.0002313891,0.0003962653,0.0003381143,0.0002791457,0.001679712],"category_scores_gemma":[0.001377559,0.000210127,0.000371494,0.002019149,0.000184703,0.0004145638,0.0002995215,0.0003812601,0.0003869348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777465,"about_ca_system_score_gemma":0.0004679621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007465203,"about_ca_topic_score_gemma":0.009525985,"domain_scores_codex":[0.9994893,0.00008870763,0.0000933956,0.0001555398,0.0001097714,0.0000632393],"domain_scores_gemma":[0.997974,0.0001965253,0.001363246,0.0001089411,0.0001522505,0.0002049864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002468118,0.00001011569,0.9992992,0.000006544197,0.00001825012,0.00002397222,0.00001382615,0.00001986296,0.00006058662,0.000007413857,0.0001939769,0.0003215794],"study_design_scores_gemma":[0.000003370193,0.00002620394,0.9993057,0.000006296998,0.00001140075,0.0001922935,0.0000846046,0.00009892998,0.00003415074,0.000006333036,0.0002292111,0.000001478395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933061,0.0003886779,0.00007889827,0.00006875712,0.00000789891,0.00001400308,0.005329203,0.000006294066,0.0008000855],"genre_scores_gemma":[0.9960629,0.0001648396,0.00006453477,0.00005425279,0.00000997469,0.00001892095,0.00346126,0.000003661716,0.000159731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007465203,"threshold_uncertainty_score":0.01484352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965723613258807,"score_gpt":0.3830609442813269,"score_spread":0.3334037081487388,"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."}}