{"id":"W3148047500","doi":"10.1097/pap.0000000000000301","title":"Key Renal Neoplasms With a Female Predominance","year":2021,"lang":"en","type":"review","venue":"Advances in Anatomic Pathology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Tuberous sclerosis; Pathology; Eosinophilic; Differential diagnosis; Renal cell carcinoma; Medicine; TFE3; Kidney; Biopsy; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000164682,0.0005061361,0.0008139449,0.001612412,0.0002460134,0.0005590098,0.0003824291,0.0004751486,0.01184693],"category_scores_gemma":[0.0007426689,0.000131597,0.0002874931,0.001620011,0.0003320052,0.0007907991,0.0003732886,0.0007892339,0.005169786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702219,"about_ca_system_score_gemma":0.0006338481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035115,"about_ca_topic_score_gemma":0.001378807,"domain_scores_codex":[0.9998586,0.00002067981,0.0000236553,0.00003583724,0.00004325835,0.00001793085],"domain_scores_gemma":[0.999793,0.0000838534,0.00004313371,0.000008826553,0.00004895022,0.00002224084],"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":[0.00007267397,0.00002425601,0.001698983,0.01068073,0.00008676932,0.00266447,0.000110381,0.000192521,0.002180105,0.002349868,0.06669705,0.9132423],"study_design_scores_gemma":[0.000009058802,0.00003405661,0.003394406,0.003853929,0.00009585168,0.0291102,0.000109316,0.00003656593,0.0004110714,0.001373923,0.9615576,0.00001398961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008130893,0.9870505,0.0005378645,0.0006211469,0.0005163775,0.0000145237,0.0001687079,0.00006197668,0.01021574],"genre_scores_gemma":[0.006079787,0.987628,0.0004047731,0.0007667891,0.0006884668,0.0000130295,0.0002784809,0.00001184156,0.004128877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01184693,"threshold_uncertainty_score":0.0396319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973768696559633,"score_gpt":0.3926775021443792,"score_spread":0.3429398151787829,"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."}}