{"id":"W4406292075","doi":"10.1093/jncics/pkaf005","title":"Sex differences in melanoma survival—a GEM study","year":2025,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Foundation; University of British Columbia; BC Cancer Agency","funders":"Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill; Cancer Council NSW; University of California, Irvine; University of North Carolina at Chapel Hill; National Institutes of Health; Moffitt Cancer Center; Menzies Institute for Medical Research; University of Tasmania; University of Oxford; Memorial Sloan-Kettering Cancer Center; Cancer Care Ontario; National Cancer Institute; Emory University; City of Hope; University of Pennsylvania","keywords":"Medicine; Melanoma; MEDLINE; Internal medicine; Oncology; 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":[0.001024607,0.0001549695,0.0002904925,0.0004411171,0.0002103479,0.000271559,0.0001840111,0.0002202898,0.00146268],"category_scores_gemma":[0.001849024,0.0001139099,0.0005550981,0.0005141356,0.0001304304,0.0002016932,0.0004180649,0.0002636143,0.0001388874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502666,"about_ca_system_score_gemma":0.0001587483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045724,"about_ca_topic_score_gemma":0.001670851,"domain_scores_codex":[0.9996321,0.00017439,0.00002852387,0.00007512731,0.00003576276,0.00005406039],"domain_scores_gemma":[0.9990919,0.0002989631,0.0002541294,0.0001563342,0.00005340271,0.000145347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008370893,0.00002192271,0.994111,0.00001710564,0.0002457957,0.0001265087,0.00007670311,0.00004856243,0.0003569192,0.00007331344,0.0001645337,0.003920698],"study_design_scores_gemma":[0.00003917378,0.0003385588,0.9977348,0.000009160142,0.0001481462,0.0004777498,0.0001326909,0.0002105985,0.000107867,0.00009316714,0.0007035965,0.000004416808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984452,0.0007613044,0.0001137574,0.00004845624,0.000007016926,0.000003778235,0.0002491712,0.000002397515,0.0003690232],"genre_scores_gemma":[0.9995636,0.00011237,0.00003547329,0.00002220294,0.00001332585,0.000002718993,0.0001516017,0.000001390564,0.00009722541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146268,"threshold_uncertainty_score":0.005418658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075614779919643,"score_gpt":0.2969997510787675,"score_spread":0.276243603279571,"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."}}