{"id":"W4309263745","doi":"10.1097/pas.0000000000001979","title":"Distinctive Nested Glomoid Neoplasm","year":2022,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Soft tissue tumors and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pathology; Biology; Tongue; Stroma; Immunohistochemistry; Neoplasm; Soft tissue; Anatomy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004439136,0.0001062507,0.00051967,0.00007429673,0.0001557331,0.000004262322,0.0001437073,0.00001050946,0.0003405434],"category_scores_gemma":[0.00004370724,0.0000603337,0.0001768737,0.0003167583,0.0004247757,0.000017788,0.00009253872,0.0004416593,0.00001678889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032436,"about_ca_system_score_gemma":0.00008875789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002221927,"about_ca_topic_score_gemma":5.308526e-7,"domain_scores_codex":[0.9986978,0.0003872603,0.0003146825,0.0001136344,0.0002857673,0.0002008395],"domain_scores_gemma":[0.9987836,0.0003803442,0.0004453913,0.0001833466,0.0000777357,0.0001295561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02269564,0.003743041,0.2836161,0.00002183807,0.00105178,0.3074603,0.006030108,0.0005813192,0.002124628,0.003622035,0.004068746,0.3649844],"study_design_scores_gemma":[0.006698042,0.01858848,0.4699633,0.00002406571,0.000604561,0.4098373,0.005642323,0.0000571082,0.000152901,0.001476967,0.08671727,0.0002377037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902253,0.000462184,0.00003435388,0.007772645,0.0002029322,0.00009785613,0.000007067141,0.00001327074,0.001184399],"genre_scores_gemma":[0.9985629,0.00006445617,0.0002498993,0.000592902,0.0001908763,0.000009815197,0.000002886816,0.00001350673,0.0003128003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647467,"threshold_uncertainty_score":0.3728711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147470290693271,"score_gpt":0.2756507390171506,"score_spread":0.2641760361102179,"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."}}