{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578792,0.0001934763,0.0004684587,0.0003621932,0.001865832,0.00007749734,0.00015819,0.0001895607,0.001715532],"category_scores_gemma":[0.001429755,0.000155981,0.00004246694,0.001496103,0.00007540268,0.001070838,0.00008123946,0.0003753546,0.00000976329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009717884,"about_ca_system_score_gemma":0.001116315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139006,"about_ca_topic_score_gemma":0.001326526,"domain_scores_codex":[0.9970673,0.0005618885,0.001069755,0.0004128134,0.0003059654,0.0005823163],"domain_scores_gemma":[0.996093,0.001689681,0.0005279505,0.0004094475,0.0009248941,0.0003550746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004537708,0.0001423051,0.9831963,0.0003687784,0.0001637777,1.466738e-7,0.01416828,0.000003304451,0.00003411685,0.001276644,0.0001493846,0.0004516356],"study_design_scores_gemma":[0.0008016888,0.000118605,0.9836794,0.00005209826,0.00004539639,1.545761e-7,0.006107245,0.0001092171,0.00002567896,0.0009280172,0.007929454,0.0002030424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967264,0.00001799121,0.0007881089,0.0004557856,0.0001102221,0.0009378878,0.0002429519,0.00007535063,0.0006452816],"genre_scores_gemma":[0.9949975,0.000004563347,0.001209522,0.001028636,0.0000675892,0.0006450447,0.001047208,0.00001427587,0.0009856353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008061036,"threshold_uncertainty_score":0.9994336,"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."}}