{"id":"W4416578117","doi":"10.1037/emo0001618","title":"Reciprocal longitudinal associations of loneliness and perceived stress: A random intercept cross-lagged panel model.","year":2025,"lang":"en","type":"article","venue":"Emotion","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Loneliness; Association (psychology); Stress (linguistics); Reciprocal; Mental health; Longitudinal study; Longitudinal data","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":[],"consensus_categories":[],"category_scores_codex":[0.0005733809,0.00006709774,0.000192645,0.00006441685,0.0004145167,0.00006457445,0.00008663176,0.0001133271,0.00006124659],"category_scores_gemma":[0.0007416029,0.0000647274,0.00005479009,0.0001642422,0.0001553001,0.0001771254,0.00003102241,0.000100779,0.00000239378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157664,"about_ca_system_score_gemma":0.0001791533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808316,"about_ca_topic_score_gemma":0.004451718,"domain_scores_codex":[0.9990462,0.0001448633,0.0002719521,0.0001494845,0.0001847648,0.0002027177],"domain_scores_gemma":[0.9993978,0.0001891549,0.00008743642,0.00007729413,0.00018679,0.00006155868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269772,0.0001678277,0.9467101,0.00030413,0.00004594992,9.736098e-7,0.02433076,0.001042002,0.00004705777,0.01720144,0.001431523,0.00859126],"study_design_scores_gemma":[0.0009248753,0.00001004587,0.9868426,0.0001414182,0.00002029431,9.281706e-8,0.003517893,0.006538886,0.00001356068,0.001783324,0.0001421317,0.00006490877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846076,0.00009406381,0.008769513,0.00281793,0.0003287762,0.0002330741,0.00004217586,0.0000371912,0.003069618],"genre_scores_gemma":[0.9972931,0.0001707497,0.0002117168,0.0002385978,0.00008474972,0.000009969089,0.00001706594,0.000003732684,0.001970341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04013247,"threshold_uncertainty_score":0.5757059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797462034438175,"score_gpt":0.3977186797417271,"score_spread":0.3179724762979096,"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."}}