{"id":"W4213277176","doi":"10.1093/abm/kaac001","title":"Effects of Chronic Burden Across Multiple Domains and Experiences of Daily Stressors on Negative Affect","year":2022,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs; National Institute on Aging; John D. and Catherine T. MacArthur Foundation","keywords":"Affect (linguistics); Stressor; Psychology; Health psychology; Clinical psychology; Medicine; Public health; Communication","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":[0.000604805,0.0001330608,0.0004620833,0.0001260242,0.0001058762,0.00000148925,0.0002439874,0.0000526507,0.0006798304],"category_scores_gemma":[0.0001007776,0.0001088196,0.00004902341,0.0002542649,0.0007741041,0.00004152986,0.0001589244,0.0002512531,0.000001425902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003446907,"about_ca_system_score_gemma":0.00003925598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569655,"about_ca_topic_score_gemma":0.00008755667,"domain_scores_codex":[0.9979433,0.0004088631,0.0004098291,0.0002568875,0.0006170792,0.0003639811],"domain_scores_gemma":[0.9984963,0.0007112017,0.0002991456,0.0002734605,0.0000780827,0.0001418289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004144555,0.00350565,0.02765451,0.002233506,0.0001610962,0.0002952699,0.7164119,0.00002466381,0.05229464,0.0006951033,0.005582196,0.1869968],"study_design_scores_gemma":[0.0115155,0.07228218,0.2592188,0.00105584,0.00007528339,0.00001778653,0.3697315,0.00006735917,0.2848161,0.000145652,0.0007376494,0.0003363605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960073,0.002230043,0.000002107744,0.000450915,0.0003652471,0.0007256796,0.00006388003,0.000008968578,0.000145866],"genre_scores_gemma":[0.9992623,0.00008544868,0.00001703792,0.00007258117,0.000085682,0.0002472584,0.00001081795,0.00001289282,0.0002060353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3466805,"threshold_uncertainty_score":0.7443666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366490002687947,"score_gpt":0.5086820228035556,"score_spread":0.3720330225347608,"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."}}