{"id":"W4406740003","doi":"10.1016/j.pathol.2024.12.022","title":"Beyond ultra-rare. Keeping up with the profusion of new, renamed, and controversial soft tissue tumours","year":2025,"lang":"en","type":"article","venue":"Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Soft tissue; Medicine; Pathology; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008844266,0.00008906021,0.0002537063,0.00005433478,0.0000556466,0.00000464849,0.00004042345,0.00005576758,0.00002338652],"category_scores_gemma":[0.00007289952,0.00005137714,0.00002610816,0.00008642004,0.0001285625,0.00001652239,0.00002304094,0.00008536982,0.000003079786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001887487,"about_ca_system_score_gemma":0.00007218603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007148161,"about_ca_topic_score_gemma":0.00005543924,"domain_scores_codex":[0.9994564,0.00004197699,0.0001128076,0.0001735428,0.00007813485,0.0001371426],"domain_scores_gemma":[0.9995093,0.0001834143,0.00005817482,0.0001679171,0.00003868478,0.00004252209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001433651,0.0004214369,0.77036,0.000133601,0.0002102466,0.0009747866,0.003616231,0.000003751786,0.04753854,0.005273497,0.01264391,0.1573904],"study_design_scores_gemma":[0.01414593,0.002074734,0.8654385,0.0003840481,0.001025324,0.0009531065,0.002024126,0.00003360453,0.09867359,0.001490041,0.01355267,0.000204375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796291,0.002778501,0.0003397142,0.01290411,0.0001479349,0.0004890737,0.000005921173,0.00001842551,0.003687209],"genre_scores_gemma":[0.9975315,0.0001024894,0.0003151621,0.001265396,0.00004876385,0.00002501918,0.000008644506,0.000006567927,0.000696437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157186,"threshold_uncertainty_score":0.2095099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008606854047328564,"score_gpt":0.2663249097748182,"score_spread":0.2577180557274896,"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."}}