{"id":"W2510203260","doi":"10.5114/pr.2015.51625","title":"An apparent CEAP inconsistency: should the classification be revised?","year":2015,"lang":"en","type":"article","venue":"Phlebological Review","topic":"Genital Health and Disease","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009469686,0.0001426944,0.0003901193,0.00001839476,0.00007622185,0.00001250503,0.0001754223,0.00007775838,0.0002816286],"category_scores_gemma":[0.001821006,0.00007034996,0.0001293666,0.0002058608,0.0001155022,0.00004999758,0.00003473978,0.0002309353,0.0003217121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005882172,"about_ca_system_score_gemma":0.0002671222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009228595,"about_ca_topic_score_gemma":0.00000195426,"domain_scores_codex":[0.9983965,0.0002995737,0.0004138051,0.0002854187,0.000344877,0.000259896],"domain_scores_gemma":[0.9981359,0.00009791461,0.0001054023,0.0006050093,0.0001918639,0.0008639498],"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":[0.0009344162,0.003246328,0.03382223,0.01931204,0.00004907084,0.0002124134,0.0003624538,0.000002017609,0.0004285038,0.02756828,0.3504735,0.5635887],"study_design_scores_gemma":[0.0007773709,0.0008986975,0.06675709,0.0008559813,0.0004632524,0.00009389775,0.0001250434,0.0001696,0.000009911043,0.002153835,0.9274895,0.0002058837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0554445,0.7122427,0.0001475297,0.1716439,0.0003435739,0.004154859,0.00002616781,0.0002870036,0.0557098],"genre_scores_gemma":[0.929965,0.01424327,0.0002438383,0.0549267,0.0001616366,0.0001875107,0.00009130487,0.000008801048,0.0001719005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8745205,"threshold_uncertainty_score":0.4135065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4874502752901971,"score_gpt":0.4758189089785292,"score_spread":0.01163136631166789,"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."}}