{"id":"W4417127519","doi":"10.1159/000549710","title":"Severe Anxiety, Stress, and Depression according to Life Satisfaction among Residents of Latin America","year":2025,"lang":"en","type":"article","venue":"Complex Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Latin Americans; Depression (economics); Life satisfaction; Population; Pandemic; Quality of life (healthcare); Risk factor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005068055,0.0001515411,0.00018365,0.0005211965,0.0002604995,0.0004122124,0.0001289852,0.0001897335,0.001234027],"category_scores_gemma":[0.001215347,0.000102022,0.0002608867,0.0006573827,0.0002600662,0.000199933,0.0003192888,0.0002062747,0.00007380091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081282,"about_ca_system_score_gemma":0.0002406351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006715543,"about_ca_topic_score_gemma":0.008254361,"domain_scores_codex":[0.9997655,0.00009349192,0.00002328092,0.00002617382,0.00004483041,0.00004679866],"domain_scores_gemma":[0.9993761,0.00008443726,0.0003224862,0.00002103815,0.00008315276,0.0001127385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002143025,0.00001851566,0.998493,0.000008973468,0.00001716003,0.00002509175,0.0002084243,0.000009273586,0.00007168168,0.000007103189,0.00005381931,0.001065646],"study_design_scores_gemma":[0.000001907736,0.00004347499,0.9984512,0.000009925993,0.000007835687,0.0000731773,0.001213027,0.00004648665,0.00001602863,0.00001128087,0.0001239799,0.000001528317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993153,0.0001631042,0.00002774161,0.00006881265,0.000002156043,0.000005082685,0.00008990564,0.000001312091,0.0003266855],"genre_scores_gemma":[0.9996769,0.00009392733,0.00002671884,0.00002862852,0.000003180619,0.000005283022,0.0001015672,3.648293e-7,0.0000634543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006715543,"threshold_uncertainty_score":0.01335287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086756375079934,"score_gpt":0.3795407273911748,"score_spread":0.3386731636403754,"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."}}