{"id":"W2601493564","doi":"10.3949/ccjm.84a.15163","title":"Vulvovaginitis: Find the cause to treat it","year":2017,"lang":"en","type":"review","venue":"Cleveland Clinic Journal of Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Intensive care medicine; Physical examination; Dermatology; Surgery","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004805417,0.0003752155,0.00238313,0.0004682458,0.0003896605,0.00002912571,0.001273309,0.0004910929,0.003577088],"category_scores_gemma":[0.007219607,0.0001730567,0.0004754495,0.0002199767,0.0009156247,0.00008858411,0.0001471604,0.002679593,0.002482102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123606,"about_ca_system_score_gemma":0.0008540055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003292428,"about_ca_topic_score_gemma":0.0000105408,"domain_scores_codex":[0.9963579,0.001035489,0.001671363,0.0003506634,0.0001691248,0.0004154718],"domain_scores_gemma":[0.9941368,0.002521199,0.00157893,0.001162027,0.0005003832,0.0001006733],"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":[0.00006872801,0.00008183265,0.00001964009,0.0005587423,0.0009373421,0.0001261235,0.0002092758,5.67541e-8,0.000007271253,0.00001193518,0.18245,0.8155291],"study_design_scores_gemma":[0.001435058,0.001359063,0.000253524,0.0106879,0.001793732,0.007254253,0.0001491233,3.745327e-9,0.000004795088,0.00008429183,0.9768162,0.000162092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007498444,0.983128,0.00003512797,0.006793008,0.003755783,0.0005679635,0.00003082222,0.000008108012,0.005606214],"genre_scores_gemma":[0.0001359261,0.9546094,0.000008562775,0.0002012194,0.001678823,0.00002197775,0.00002311423,0.00003747924,0.04328347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.815367,"threshold_uncertainty_score":0.9996213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4132792947716303,"score_gpt":0.5356964346366616,"score_spread":0.1224171398650313,"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."}}