{"id":"W2734259050","doi":"10.2147/jpr.s136751","title":"Vulvodynia is not created equally: empirical classification of women with vulvodynia","year":2017,"lang":"en","type":"article","venue":"Journal of Pain Research","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Pfizer; Daiichi-Sankyo; Pacira Pharmaceuticals; National Vulvodynia Association; National Institutes of Health","keywords":"Vulvodynia; Medicine; Outpatient clinic; Distress; Mood; McGill Pain Questionnaire; Clinical psychology; Psychiatry; Physical therapy; Pelvic pain; Visual analogue scale","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003445261,0.0001781085,0.0003114182,0.001200374,0.0009854316,0.001487622,0.0008573238,0.0005673522,0.001529235],"category_scores_gemma":[0.02713241,0.0002163183,0.0003630347,0.001386336,0.001470652,0.001634855,0.001379041,0.0007179326,0.0001712724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008568623,"about_ca_system_score_gemma":0.001053308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006145098,"about_ca_topic_score_gemma":0.006329858,"domain_scores_codex":[0.9968304,0.001365896,0.0002832305,0.0004502164,0.0007199279,0.00035038],"domain_scores_gemma":[0.9930455,0.002886627,0.002326717,0.000674128,0.0006366175,0.0004302633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004664432,0.00002883649,0.9868315,0.00003658662,0.00003384974,0.00005850597,0.003581527,0.00003642932,0.00006471261,0.0002881325,0.0003553584,0.00863792],"study_design_scores_gemma":[0.000006246138,0.00005558824,0.9803581,0.0001498373,0.00002209286,0.0004220482,0.01701123,0.0003144076,0.00004026244,0.0006396752,0.0009716476,0.000008730046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995222,0.001551194,0.0002358793,0.001424132,0.00002959926,0.00003406909,0.00007492724,0.000002510819,0.00142564],"genre_scores_gemma":[0.9991678,0.0003855462,0.0001171338,0.0001492207,0.00001610861,0.00001631294,0.00008283517,0.000001609248,0.00006351798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006145098,"threshold_uncertainty_score":0.01822054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3464802047859868,"score_gpt":0.5002927380819131,"score_spread":0.1538125332959263,"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."}}