{"id":"W4417501125","doi":"10.1038/s41467-025-66584-0","title":"The molecular cartography of malignant and benign sebaceous tumours","year":2025,"lang":"en","type":"article","venue":"Nature Communications","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Wellcome Trust; Wellcome","keywords":"Sebaceous carcinoma; Context (archaeology); Mutation; Gene duplication; Gene; Fusion gene; Carcinoma","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":[0.0002658153,0.0002539043,0.0001606138,0.004435858,0.0002334907,0.0009624661,0.0002161676,0.000368007,0.005067169],"category_scores_gemma":[0.0003372183,0.0002185957,0.0002454313,0.001344177,0.0003869798,0.0004302867,0.0003387454,0.0003854281,0.001773282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196903,"about_ca_system_score_gemma":0.0001915783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302373,"about_ca_topic_score_gemma":0.00159335,"domain_scores_codex":[0.9998643,0.00002476731,0.00001138987,0.00002916597,0.00004503372,0.00002523943],"domain_scores_gemma":[0.9997829,0.00005778005,0.00005678446,0.00002630862,0.00004050346,0.00003585832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000722698,0.00004745032,0.09443317,0.0009265305,0.0001075774,0.004342122,0.0007013888,0.001170869,0.7137977,0.005663352,0.003508264,0.174579],"study_design_scores_gemma":[0.00002981394,0.0004522177,0.6572252,0.0003295267,0.0001697687,0.04327367,0.002028372,0.003596884,0.1413403,0.004660299,0.1468354,0.00005850734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8542544,0.07756803,0.01802937,0.001381365,0.0001907918,0.0001674208,0.004758823,0.001025504,0.04262414],"genre_scores_gemma":[0.9245923,0.03314272,0.02244987,0.0002967435,0.0001304755,0.0001310677,0.002897131,0.0001044532,0.01625524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005067169,"threshold_uncertainty_score":0.01695138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008023041286585812,"score_gpt":0.3050440303117611,"score_spread":0.2970209890251753,"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."}}