{"id":"W4255183738","doi":"10.1016/j.det.2010.08.001","title":"Vulvar Edema","year":2010,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Genital Health and Disease","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Edema; Lymphatic system; Massage; Lymphedema; Dermatology; Surgery; Pathology; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002541202,0.0004223033,0.002467348,0.0001407596,0.00009067372,0.00001768445,0.000231768,0.001312392,0.0002705293],"category_scores_gemma":[0.001066666,0.0002908783,0.0008851047,0.0002270207,0.0001051567,0.00002421833,0.00009068742,0.001361989,0.003521507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003210882,"about_ca_system_score_gemma":0.001314533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002037292,"about_ca_topic_score_gemma":0.000001998415,"domain_scores_codex":[0.9975082,0.0001143269,0.00119112,0.0004636784,0.0002366909,0.0004859842],"domain_scores_gemma":[0.9973339,0.0005062977,0.0004436889,0.0008366792,0.00009245442,0.0007869317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001495218,0.0001869237,0.0002307451,0.04180902,0.00002111691,0.0007464631,0.000004754793,4.409523e-9,2.660775e-9,0.0001825442,0.01421247,0.942591],"study_design_scores_gemma":[0.0004097367,0.00008062375,0.00002787221,0.001719285,0.001391037,0.002365432,0.000005453281,0.000004144433,3.233637e-8,0.0002047248,0.9935393,0.0002523384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003988225,0.9876101,0.000004008719,0.0002419279,0.001147827,0.001126516,0.00006797219,0.0001711064,0.00959068],"genre_scores_gemma":[0.00003923152,0.9934774,0.0006443869,0.003800743,0.0003797242,0.0001044724,0.0005017489,0.00005074337,0.001001549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793268,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255302515935638,"score_gpt":0.4596712442792618,"score_spread":0.334140992685698,"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."}}