{"id":"W2995665288","doi":"10.2196/15888","title":"A Sexual Health Promotion App for Transgender Women (Trans Women Connected): Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Agency for Healthcare Research and Quality","keywords":"Usability; Transgender; Formative assessment; Psychology; mHealth; Population; Applied psychology; Medicine; Medical education; Nursing; Computer science; Psychological intervention; Pedagogy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007007627,0.0005517846,0.001317932,0.000314972,0.002955042,0.00002801053,0.0002346699,0.0003904572,0.0002724549],"category_scores_gemma":[0.00008693621,0.0005125325,0.00004020559,0.0005284002,0.0001203526,0.0002184827,0.00007890126,0.001102859,0.00006642599],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062744,"about_ca_system_score_gemma":0.006861507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008753,"about_ca_topic_score_gemma":0.001049996,"domain_scores_codex":[0.99096,0.001204425,0.002410721,0.001527142,0.0005122967,0.003385423],"domain_scores_gemma":[0.9939501,0.0008140367,0.0008144786,0.0007509176,0.000272691,0.003397724],"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":[0.002758553,0.004564069,0.2875014,0.06715972,0.00008953553,0.000001310349,0.2856187,0.000004332611,0.00003291126,0.004747745,0.003277951,0.3442439],"study_design_scores_gemma":[0.01538801,0.01069057,0.6264985,0.0002010868,0.00003540784,0.00001100933,0.09924646,0.0003536136,0.000002291789,0.0013319,0.2454121,0.0008290142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567176,0.0005681349,0.001004596,0.0070603,0.0004862615,0.03338125,0.0001799096,0.0003563238,0.0002456943],"genre_scores_gemma":[0.9357705,0.0003678478,0.001193116,0.006141325,0.0002795139,0.05504112,0.0001317886,0.00009024076,0.0009845241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434148,"threshold_uncertainty_score":0.9997326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10901348837563,"score_gpt":0.4506784940375716,"score_spread":0.3416650056619416,"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."}}