{"id":"W1999400663","doi":"10.1016/j.prp.2013.06.003","title":"Incidental perivascular epithelioid cell tumor in an inguinal hernia sac","year":2013,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Perivascular Epithelioid Cell; Angiomyolipoma; Pathology; Lymphangioleiomyomatosis; Epithelioid cell; Eosinophilic; Atypia; Clear cell; Differential diagnosis; Medicine; Immunohistochemistry; Anatomy; Biology; Tuberous sclerosis; Kidney","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":[0.005330735,0.00017435,0.0003356354,0.0005414169,0.0002634783,0.0001650559,0.0002844841,0.0001424315,0.001115695],"category_scores_gemma":[0.005170866,0.0001388755,0.00004286434,0.0005164852,0.0006773011,0.0007590081,0.000415978,0.001782063,0.001036332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448214,"about_ca_system_score_gemma":0.0002634919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973661,"about_ca_topic_score_gemma":0.0003004098,"domain_scores_codex":[0.9944586,0.002664563,0.0003159684,0.0006354146,0.0009269926,0.0009984346],"domain_scores_gemma":[0.9962808,0.001759939,0.00006471296,0.0006358364,0.0007058487,0.0005529015],"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":[0.002365036,0.002713615,0.2840029,0.0002500767,0.00004593632,0.008000222,0.003719097,0.000001328533,0.681655,0.0002390649,0.001469478,0.0155382],"study_design_scores_gemma":[0.004310917,0.005616074,0.9565306,0.00008841457,0.0000320443,0.007611074,0.008693551,0.0005421039,0.005956086,0.001802643,0.008486665,0.000329883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862213,0.001196025,0.00002263704,0.004848605,0.00004843546,0.0009523429,0.00000577334,0.00003836775,0.0066665],"genre_scores_gemma":[0.9947334,0.0003736197,0.003329728,0.0006854474,0.0001830175,0.0002146467,0.00001756397,0.00003974481,0.0004228424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6756989,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189139625628098,"score_gpt":0.4263579587979094,"score_spread":0.3074439962350996,"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."}}