{"id":"W4403712090","doi":"10.1016/j.ejcskn.2024.100274","title":"Solar elastosis correlates with high tumor mutation burden and better 5-year disease-specific survival in patients with stage II/III melanoma","year":2024,"lang":"en","type":"article","venue":"EJC Skin Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas MD Anderson Cancer Center; Melanoma Institute Australia; Dartmouth Cancer Center; York University; Dartmouth College; Huntsman Cancer Institute; National Cancer Institute; Cleveland Clinic; Memorial Sloan-Kettering Cancer Center; University of North Carolina at Chapel Hill; National Institutes of Health; Yale University","keywords":"Stage (stratigraphy); Melanoma; Medicine; Disease; Overall survival; Internal medicine; Oncology; Mutation; Cancer research; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000672161,0.0001780913,0.000210324,0.0001780876,0.00007252943,0.00005568529,0.00003892351,0.0000342264,0.0006679993],"category_scores_gemma":[0.000004480513,0.0001303668,0.00002751424,0.0002412999,0.00006821073,0.00009742744,0.00003695334,0.0001793981,0.00002370138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986434,"about_ca_system_score_gemma":0.00005775824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003611402,"about_ca_topic_score_gemma":0.0002894787,"domain_scores_codex":[0.998873,0.00002513808,0.000168854,0.0003824234,0.0003402608,0.000210302],"domain_scores_gemma":[0.9995799,0.00003376413,0.00004529001,0.0001705514,0.00004856846,0.0001219458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01151461,0.0003927939,0.8917208,0.0007984547,0.0008894157,0.003618687,0.006227303,0.001293516,0.0001850636,0.0004383553,0.006458506,0.07646253],"study_design_scores_gemma":[0.006627628,0.001399304,0.9014807,0.0008750818,0.0002987526,0.00002743564,0.0006455439,0.0009115817,0.0002318801,0.00003971048,0.08701409,0.0004482283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969275,0.0004559396,0.0001265526,0.001013395,0.0004400216,0.0005951111,0.00004693448,0.00008376173,0.0003108],"genre_scores_gemma":[0.9961281,0.00006599706,0.0001258967,0.0001517256,0.0002451309,0.00009358452,0.00005368344,0.00004477693,0.003091071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08055559,"threshold_uncertainty_score":0.7314124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006024202446509326,"score_gpt":0.2085819015379352,"score_spread":0.2025576990914258,"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."}}