{"id":"W4407129053","doi":"10.1371/journal.pdig.0000722","title":"Addressing technology-mediated stigma in sexual health-related digital platforms: Insights from design team members","year":2025,"lang":"en","type":"article","venue":"PLOS Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"School of Nursing, University of British Columbia; Natural Sciences and Engineering Research Council of Canada","keywords":"Stigma (botany); Digital health; Reproductive health; Digital content; Infographic; Internet privacy; Interface design; Psychology; Knowledge management; Computer science; Health care; World Wide Web; Human–computer interaction; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05031505,0.0008809621,0.0005927534,0.002789679,0.01293609,0.01149857,0.002384305,0.003571751,0.001684494],"category_scores_gemma":[0.05263149,0.0009640758,0.0007230207,0.001101955,0.01569408,0.006405354,0.01154337,0.003724716,0.0003691124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006730272,"about_ca_system_score_gemma":0.01040717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005664666,"about_ca_topic_score_gemma":0.005844979,"domain_scores_codex":[0.9212107,0.06717575,0.001880393,0.002080671,0.004502829,0.003149675],"domain_scores_gemma":[0.9364691,0.04687407,0.004170217,0.002785452,0.00512146,0.004579729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002714851,0.0001203723,0.005383599,0.0001229389,0.00001351955,0.0004762616,0.9793,0.0001161516,0.0008275496,0.002585571,0.0004563083,0.01057072],"study_design_scores_gemma":[0.00004106704,0.0002208253,0.002463076,0.0003558844,0.00003663351,0.000731859,0.9661573,0.001009567,0.001344873,0.0029614,0.02462748,0.00005007087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651859,0.0006645107,0.01755849,0.005192733,0.00008770265,0.0003169893,0.000018663,0.0000506857,0.01092445],"genre_scores_gemma":[0.9886309,0.000448169,0.007007925,0.001248858,0.00002269888,0.0002248314,0.00001639002,0.00006249074,0.00233779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05031505,"threshold_uncertainty_score":0.2660946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09253461246901448,"score_gpt":0.3909838218427708,"score_spread":0.2984492093737563,"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."}}