{"id":"W3130501405","doi":"10.2196/24100","title":"Allostatic Stress and Inflammatory Biomarkers in Transgender and Gender Expansive Youth: Protocol for a Pilot Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Psychology; Context (archaeology); Psychosocial; Clinical psychology; Anxiety; Stress measures; Medicine; Gerontology; Stress (linguistics); Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01781129,0.003345337,0.003707906,0.001645925,0.00436138,0.001719656,0.002368442,0.00372194,0.03317685],"category_scores_gemma":[0.01208672,0.002257402,0.002654599,0.001291584,0.001395118,0.001808654,0.002010041,0.004252844,0.008671226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132917,"about_ca_system_score_gemma":0.01418588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006632546,"about_ca_topic_score_gemma":0.008958502,"domain_scores_codex":[0.9937615,0.003359747,0.0007826347,0.0006787516,0.0006024027,0.0008150882],"domain_scores_gemma":[0.9914146,0.001333021,0.0009668366,0.001295715,0.003278442,0.001711274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3127178,0.1588887,0.05366969,0.03327317,0.001781416,0.004127199,0.007708097,0.007259012,0.01493663,0.01066951,0.1760094,0.2189593],"study_design_scores_gemma":[0.2793563,0.204228,0.1635552,0.01280009,0.001171974,0.001150919,0.008283312,0.005173008,0.006362735,0.009343059,0.3077467,0.0008288024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005015048,0.0001223756,0.002028172,0.000181857,0.0001595226,0.989584,0.002115332,0.00005549072,0.0007381411],"genre_scores_gemma":[0.001716263,0.00005720916,0.001520442,0.0001087782,0.00001982034,0.996062,0.0002505532,0.000002574323,0.0002623688],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03317685,"threshold_uncertainty_score":0.1109876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4662286260904919,"score_gpt":0.6075242517435817,"score_spread":0.1412956256530898,"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."}}