{"id":"W4392926859","doi":"10.1186/s13690-024-01270-z","title":"Integrating perspectives of transgender and gender-diverse youth, family members, and professionals to support their health and wellbeing – a mixed-method study protocol","year":2024,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Champlain Regional College","funders":"","keywords":"Transgender; Viewpoints; Participatory action research; Focus group; Quality of life (healthcare); Psychology; Medicine; Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003006602,0.0002754313,0.0006507451,0.0006832099,0.0003206555,0.00006835606,0.0001842871,0.00007131447,0.00005259648],"category_scores_gemma":[0.000115898,0.0002195255,0.00007282378,0.000338558,0.0002396132,0.0002034087,0.0001649899,0.000417234,0.000001506248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004843332,"about_ca_system_score_gemma":0.001515508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745294,"about_ca_topic_score_gemma":0.0008785673,"domain_scores_codex":[0.9953762,0.002105896,0.0008360822,0.0007274153,0.0002652347,0.0006891612],"domain_scores_gemma":[0.9979171,0.0006368194,0.0002546465,0.0003118945,0.0000573317,0.0008222309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009243124,0.0005860314,0.02985048,0.005124703,0.000166675,0.000004107882,0.7845227,2.379699e-7,0.000033721,0.01375584,0.001198538,0.1646646],"study_design_scores_gemma":[0.001845189,0.00317686,0.1975658,0.0002139722,0.00002594326,0.00003656342,0.7918684,0.00009947972,0.000002294006,0.002760131,0.002146082,0.0002592926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935588,0.003330197,0.007285655,0.01839871,0.0005122079,0.06614225,0.0005984941,0.0001600952,0.01001361],"genre_scores_gemma":[0.9820262,0.0003770675,0.008733316,0.001389344,0.0001864272,0.006557693,0.00002033687,0.00006420082,0.0006454001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677153,"threshold_uncertainty_score":0.9991565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554883154086391,"score_gpt":0.4802185161074018,"score_spread":0.3247302006987628,"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."}}