{"id":"W3214557021","doi":"10.2196/31317","title":"Developing an Educational Website for Women With Endometriosis-Associated Dyspareunia: Usability and Stigma Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Usability; Endometriosis; Stigma (botany); Psychology; Social stigma; Medicine; Clinical psychology; Gynecology; Computer science; Family medicine; Psychiatry; Human–computer interaction; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011944,0.0004520747,0.0005839284,0.001858047,0.001202061,0.001786304,0.0006108185,0.000695096,0.001693661],"category_scores_gemma":[0.02571859,0.0002955122,0.0009657886,0.001003965,0.0006177912,0.001605922,0.001650596,0.0006634792,0.0003154101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231946,"about_ca_system_score_gemma":0.001726846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126432,"about_ca_topic_score_gemma":0.002072438,"domain_scores_codex":[0.9956865,0.002907011,0.0003639155,0.0001606431,0.0006267889,0.0002551425],"domain_scores_gemma":[0.96399,0.02865449,0.001304021,0.001051399,0.003902921,0.001097179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001257031,0.009748326,0.2963918,0.005420092,0.0002309268,0.002318365,0.1111254,0.001499317,0.01756532,0.0007043577,0.005710897,0.5480282],"study_design_scores_gemma":[0.0006830214,0.02044746,0.7309727,0.002723028,0.001288443,0.003827456,0.1471566,0.02048124,0.02627411,0.00164933,0.0438824,0.0006142291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901753,0.0001708899,0.004537115,0.0003300939,0.00002415686,0.001842336,0.0001702862,0.0002165825,0.002533213],"genre_scores_gemma":[0.9476809,0.0004586692,0.04725144,0.000256267,0.00003324452,0.002611003,0.0004640991,0.00006855427,0.001175788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011944,"threshold_uncertainty_score":0.05351734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09030825384014336,"score_gpt":0.4673237203842708,"score_spread":0.3770154665441275,"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."}}