{"id":"W4411162504","doi":"10.1177/12034754251347552","title":"Evaluating the Impact of the Vulvar Quality of Life Index for New Patient Dermatology Assessments","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Dermatology; Dermatology Life Quality Index; Quality of life (healthcare); Psoriasis","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":[],"consensus_categories":[],"category_scores_codex":[0.0009952276,0.0001018452,0.0007711618,0.0001636805,0.00008489453,0.000003002996,0.00004967482,0.00005470831,0.00006631748],"category_scores_gemma":[0.005438156,0.00004297817,0.000256413,0.000240815,0.0001525112,0.00002598729,0.00002670756,0.000178043,1.14843e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003436318,"about_ca_system_score_gemma":0.0008627377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959033,"about_ca_topic_score_gemma":0.000005026754,"domain_scores_codex":[0.9981433,0.0001904894,0.001066105,0.00007714234,0.0004085186,0.0001144663],"domain_scores_gemma":[0.9945601,0.00365441,0.0009107252,0.0001575466,0.0006288153,0.00008845246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005623091,0.0002385675,0.804577,0.0002974962,0.001515679,0.00001620888,0.001051294,0.0001538992,0.003471324,0.0001165447,0.1452159,0.037723],"study_design_scores_gemma":[0.01027809,0.01091319,0.932794,0.002662155,0.001937595,0.005501179,0.0170183,0.00198481,0.000993342,0.00240485,0.01323396,0.0002785822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882247,0.002423125,0.001125137,0.00662279,0.0009425004,0.0002025359,0.00000196729,0.000003258194,0.0004539239],"genre_scores_gemma":[0.9972609,0.0002379446,0.00005038628,0.001917105,0.0001697514,0.000001797059,8.461845e-7,0.000004898539,0.000356331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131982,"threshold_uncertainty_score":0.6510374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637063446398565,"score_gpt":0.4692806838680769,"score_spread":0.3055743392282204,"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."}}