{"id":"W2989913215","doi":"10.1007/s40257-019-00487-x","title":"Malignant Melanoma of the Vulva and Vagina: A US Population-Based Study of 1863 Patients","year":2019,"lang":"en","type":"article","venue":"American Journal of Clinical Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"Paracelsus Medizinische Privatuniversität","keywords":"Medicine; Epidemiology; Lymphadenectomy; Population; Confidence interval; Lymph node; Oncology; Internal medicine; Proportional hazards model; Univariate analysis; Surgery; Multivariate analysis","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":[0.0004416881,0.0002531132,0.0004316609,0.000609972,0.0004374266,0.0004928389,0.0002875066,0.0003548774,0.001154203],"category_scores_gemma":[0.0009693239,0.0004003017,0.0003319093,0.001355117,0.0002613667,0.0005452873,0.0003994988,0.0004192147,0.0003103299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666902,"about_ca_system_score_gemma":0.0003420757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007658398,"about_ca_topic_score_gemma":0.00848337,"domain_scores_codex":[0.9996985,0.00007009041,0.00003331859,0.00009274283,0.00005378817,0.00005155732],"domain_scores_gemma":[0.9994493,0.00009706283,0.000242367,0.00005216808,0.00005075716,0.000108326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003114775,0.00001338764,0.999099,0.000006196471,0.00002122088,0.00007057684,0.0000619979,0.00002719547,0.00008553483,0.000006261327,0.0001052694,0.0004720865],"study_design_scores_gemma":[0.00000681307,0.0000668748,0.9990075,0.000006211191,0.00001681222,0.0003344704,0.0001790509,0.0000925226,0.00002041251,0.000008760837,0.0002581386,0.000002413574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982417,0.0002480774,0.00007789095,0.00003019364,0.000004222725,0.00001239273,0.001089032,0.000003976473,0.0002926411],"genre_scores_gemma":[0.9987007,0.0001725763,0.00005665899,0.00003035043,0.000007057135,0.00001573383,0.0009081477,0.00000202614,0.0001066155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007658398,"threshold_uncertainty_score":0.01522762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405397291483063,"score_gpt":0.315015550238317,"score_spread":0.3009615773234863,"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."}}