{"id":"W4413772345","doi":"10.2196/68733","title":"Assessing Minority Stress and Physiological Response Through Ecological Momentary Assessment and Sensors: Protocol for a Feasibility and Acceptability of the Stress and Heart Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Preprint; Stress (linguistics); Protocol (science); Stress reduction; Fight-or-flight response; Environmental science; Psychology; Computer science; Medicine; Applied psychology; World Wide Web; Chemistry","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":[0.02447751,0.002492727,0.001712913,0.001414927,0.004733949,0.001427684,0.002605997,0.0025692,0.02362109],"category_scores_gemma":[0.01500309,0.002045182,0.00186358,0.001248651,0.001895408,0.001449764,0.002767671,0.004102624,0.007353027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672464,"about_ca_system_score_gemma":0.00741865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769846,"about_ca_topic_score_gemma":0.005815627,"domain_scores_codex":[0.9886038,0.007333029,0.001109243,0.000989755,0.001131195,0.0008329432],"domain_scores_gemma":[0.9911629,0.001726485,0.0007981175,0.00203538,0.003000942,0.001276233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1414788,0.1933825,0.04844835,0.01166544,0.0009592736,0.004875856,0.01687101,0.008959288,0.0717339,0.01652125,0.1490409,0.3360635],"study_design_scores_gemma":[0.09661265,0.1971942,0.2403067,0.005354392,0.0007504001,0.001883507,0.009791422,0.01496106,0.02472068,0.01274742,0.3945387,0.001138825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01755664,0.0001132617,0.01857362,0.0003729042,0.0002057143,0.9580593,0.002309319,0.0002121612,0.002596986],"genre_scores_gemma":[0.005337467,0.00006294056,0.0114159,0.0001988313,0.00003937822,0.9821447,0.0003359413,0.00001347794,0.0004512829],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02447751,"threshold_uncertainty_score":0.129451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3238548709149985,"score_gpt":0.6053681864269179,"score_spread":0.2815133155119194,"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."}}