{"id":"W4408671995","doi":"10.1016/j.ssmph.2025.101789","title":"The complex representation and contradicting results linking sexual orientation to allostatic load","year":2025,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada); Université de Montréal; Douglas Mental Health University Institute","funders":"Université de Montréal","keywords":"Allostatic load; Sexual orientation; Representation (politics); Orientation (vector space); Psychology; Cognitive psychology; Social psychology; Mathematics; Neuroscience; Geometry; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001457874,0.00005825871,0.0001072782,0.00005667808,0.002536902,0.000177863,0.00006522289,0.00002629842,9.305739e-7],"category_scores_gemma":[0.0006740344,0.0000523949,0.00001419059,0.0003416976,0.00002940628,0.0001371645,0.00003104531,0.000066128,0.000003805041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799531,"about_ca_system_score_gemma":0.0001673289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0343359,"about_ca_topic_score_gemma":0.06397049,"domain_scores_codex":[0.9986108,0.0002771671,0.0003518269,0.000213943,0.0003149271,0.0002313445],"domain_scores_gemma":[0.9993719,0.0001757485,0.000151416,0.0001063216,0.0001259845,0.00006862709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565634,0.00004212443,0.3470244,0.0001123568,0.00006502037,8.217265e-7,0.3178183,0.0005961619,0.0000501728,0.1008009,0.02172864,0.2116046],"study_design_scores_gemma":[0.0004565101,0.00004801464,0.8466109,0.00004120552,0.00000957699,2.060312e-7,0.1323931,0.0006524854,0.000001553331,0.00819814,0.01151528,0.00007307131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647825,0.0004194056,0.00253003,0.1279451,0.0009241445,0.001160305,0.00001224288,0.0001024974,0.002123771],"genre_scores_gemma":[0.9970661,0.0001508622,0.0004325011,0.001219456,0.0001047725,0.00001242173,0.00003833306,0.000003394965,0.0009722071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4995865,"threshold_uncertainty_score":0.9987617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08570414189371352,"score_gpt":0.4327152777941146,"score_spread":0.3470111359004011,"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."}}