{"id":"W4296251093","doi":"10.2196/40168","title":"Cutaneous Angiomyolipoma—A Distinct Entity That Should Be Separated From Classic Angiomyolipoma: Complete Review of Existing Cases and Defining Fundamental Features","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Angiomyolipoma; Pathology; Medicine; Kidney; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001832866,0.0003347618,0.001097596,0.00025071,0.0004622003,0.00003386489,0.0002856964,0.000115021,0.001369811],"category_scores_gemma":[0.0002563995,0.0003273773,0.0002113798,0.0004996049,0.0004577411,0.0000799729,0.0007484072,0.0006637729,0.00001940588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880181,"about_ca_system_score_gemma":0.0001484064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007962938,"about_ca_topic_score_gemma":0.0002200469,"domain_scores_codex":[0.9969676,0.0005398776,0.0005986776,0.0005460417,0.0007124835,0.0006353803],"domain_scores_gemma":[0.997718,0.001069819,0.0003240644,0.0005386733,0.000113714,0.0002357164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087387,0.0009688945,0.8035905,0.007831791,0.0008394526,0.01189838,0.001572509,0.00000476298,0.01893212,0.002670486,0.1464939,0.004109838],"study_design_scores_gemma":[0.006602183,0.001586218,0.6170752,0.005075812,0.001038461,0.2375089,0.002627557,0.001519759,0.002505424,0.0002567404,0.122741,0.00146275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543436,0.0385574,0.000008422277,0.003616224,0.0001550035,0.001013473,0.0008888466,0.0001391543,0.001277882],"genre_scores_gemma":[0.995096,0.0005087951,0.0004812377,0.002140037,0.00003764301,0.0002236633,0.001230787,0.00005237645,0.0002294581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256105,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719367163495554,"score_gpt":0.3839236330967467,"score_spread":0.2119869167471913,"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."}}