{"id":"W4391277253","doi":"10.54097/ejest955","title":"Molecular Pathogenesis and Histological Variability of Dermatofibrosarcoma Protuberans","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Dermatofibrosarcoma protuberans; Pathogenesis; Pathology; Medicine","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":[0.0002780143,0.0002250304,0.0001861998,0.001623815,0.0001703226,0.000459549,0.000297131,0.0003231871,0.001053553],"category_scores_gemma":[0.000485995,0.0001908852,0.0001508961,0.0006440891,0.0003525018,0.0003083331,0.0002338697,0.0001692261,0.0006207784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958649,"about_ca_system_score_gemma":0.0001101396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556604,"about_ca_topic_score_gemma":0.0003233989,"domain_scores_codex":[0.9997727,0.00004482466,0.00002375345,0.00006036957,0.00005192275,0.00004635123],"domain_scores_gemma":[0.9996972,0.00003890859,0.0001615844,0.00002703429,0.00004000922,0.00003528337],"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":[0.001030826,0.0001900377,0.3843026,0.0003708912,0.0001675808,0.04047406,0.0005202331,0.0009861398,0.5021142,0.002960964,0.0008452995,0.06603711],"study_design_scores_gemma":[0.00004995833,0.0002609593,0.7992918,0.00006406608,0.0001146331,0.167511,0.0007148929,0.001426143,0.02118376,0.001860228,0.007488527,0.00003389951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873003,0.007986606,0.001455643,0.00008494777,0.00001353645,0.00004420097,0.0001505598,0.00006087651,0.002903286],"genre_scores_gemma":[0.9971528,0.00174451,0.0004363062,0.00002314637,0.0000225515,0.000015226,0.0001587089,0.000004458978,0.0004421925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001623815,"threshold_uncertainty_score":0.003524423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008821597588045989,"score_gpt":0.2387552712547023,"score_spread":0.2299336736666563,"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."}}