{"id":"W4411087752","doi":"10.2196/62714","title":"Investigating Experiences With Scarring Among Transgender and Gender Diverse People: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Thematic analysis; Medicine; Scars; Harm; Distress; Psychology; Family medicine; Qualitative research; Clinical psychology; Social psychology; Surgery; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003025953,0.000238251,0.0004441621,0.0003027167,0.0004357714,0.00005690958,0.0002433898,0.0002002063,0.0001757617],"category_scores_gemma":[0.00003985546,0.0002090102,0.00004479099,0.0004731468,0.0004155288,0.0001650321,0.0001039582,0.0003127005,0.0000165864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002554483,"about_ca_system_score_gemma":0.00009859394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909593,"about_ca_topic_score_gemma":0.00238295,"domain_scores_codex":[0.9973211,0.001092848,0.0003916467,0.0005372018,0.0001295678,0.000527665],"domain_scores_gemma":[0.998998,0.0002854273,0.0001221788,0.0003694247,0.00005448316,0.0001704481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001831031,0.0001189372,0.8343709,0.0002935584,0.000130717,0.00004461306,0.1595655,0.000001031665,0.00002060044,0.001364084,0.001687399,0.002384367],"study_design_scores_gemma":[0.001210437,0.00006782304,0.839188,0.000008857014,0.0001043302,0.0001757495,0.158324,0.00004194545,0.00003411521,0.0004874461,0.0001573748,0.000200001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865691,0.0005176641,0.001147219,0.0005669789,0.0008209844,0.0007199532,0.000001980581,0.0001188637,0.009537247],"genre_scores_gemma":[0.9969816,0.0000112471,0.00119503,0.0005645842,0.00005448516,0.0005840345,0.0000023061,0.00001995966,0.0005868066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041244,"threshold_uncertainty_score":0.852319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0595471811460625,"score_gpt":0.448586782481964,"score_spread":0.3890396013359015,"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."}}