{"id":"W2313152080","doi":"10.1097/rlu.0b013e31820aa28e","title":"Angiomatoid Fibrous Histiocytoma","year":2011,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University; Brandon Regional Health Authority","funders":"","keywords":"Medicine; Histopathology; Soft tissue; Biopsy; Sarcoma; Metastasis; Radiology; Soft tissue sarcoma; Clear-cell sarcoma; Immunohistochemistry; Pathology; Cancer; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003522375,0.0001773207,0.0006114795,0.00008087882,0.00006293532,0.000003305347,0.0001151504,0.0001557156,0.005620968],"category_scores_gemma":[0.0005887772,0.0001184296,0.0002246593,0.0001585037,0.0004269583,0.00003689306,0.00005530002,0.0002162128,0.00145264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004630955,"about_ca_system_score_gemma":0.00003140386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008555278,"about_ca_topic_score_gemma":0.000002557175,"domain_scores_codex":[0.9983994,0.00006271184,0.0006441995,0.0003659271,0.0002638581,0.000263843],"domain_scores_gemma":[0.9985845,0.0002317843,0.0001134019,0.0005400782,0.00008209377,0.0004481186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341475,0.004063472,0.5160701,0.00009204341,0.0005577968,0.004379245,0.00107812,2.541548e-8,0.0002185028,0.006421468,0.2932009,0.1725768],"study_design_scores_gemma":[0.005078537,0.002984858,0.8131043,0.000280874,0.0003829575,0.000417551,0.0001840457,0.00003636824,0.00005483857,0.0004510727,0.1768798,0.0001448217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158699,0.001910273,0.00001254673,0.007159096,0.0007628106,0.000379669,0.000003074052,0.0002947606,0.0736079],"genre_scores_gemma":[0.9889616,0.0004177958,0.002177899,0.007231602,0.0006937791,0.000009274873,0.00001322701,0.00004909884,0.0004456574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2970341,"threshold_uncertainty_score":0.9993249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604111831030223,"score_gpt":0.3740582372478751,"score_spread":0.2136470541448528,"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."}}