{"id":"W4365934529","doi":"10.2196/42382","title":"A Transgender Health Information Resource: Participatory Design Study","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine","keywords":"Usability; Transgender; Computer science; mHealth; Rating scale; Focus group; Applied psychology; Psychology; Psychological intervention; Human–computer interaction; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005076147,0.0002093111,0.0003451942,0.0004650709,0.002282998,0.00004865066,0.0002662897,0.0001661749,0.001233937],"category_scores_gemma":[0.0001629037,0.0001692539,0.00006185331,0.0007708361,0.00004141464,0.001852928,0.00007378512,0.0007389807,0.002278911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218868,"about_ca_system_score_gemma":0.0005141582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975957,"about_ca_topic_score_gemma":0.00004631959,"domain_scores_codex":[0.994438,0.001757887,0.002160246,0.0002123797,0.0005545208,0.0008769816],"domain_scores_gemma":[0.9978853,0.0003798821,0.0006395475,0.0005132236,0.0001730621,0.0004089715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007473138,0.0002226518,0.3579438,0.0007798122,0.00002531141,7.614581e-7,0.4748679,0.00007831806,0.000005512292,0.0004286074,0.161811,0.003761581],"study_design_scores_gemma":[0.001021624,0.0002914828,0.7107329,0.00005217352,0.000004268601,6.837968e-8,0.06083974,0.0004322667,0.000004661548,0.0001153379,0.226334,0.0001714403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901402,0.000006733662,0.001033432,0.0004957704,0.0003263411,0.004454788,0.00005828393,0.0008740955,0.002610384],"genre_scores_gemma":[0.9929234,0.000002428193,0.00004705301,0.005037069,0.00009217756,0.0009352881,0.000352933,0.00001881219,0.0005907856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4140281,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3395346520602683,"score_gpt":0.5383680115744612,"score_spread":0.198833359514193,"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."}}