{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154989,0.0003703839,0.000341624,0.0004755697,0.0004958339,0.0006927714,0.0001954438,0.0002405401,0.002536554],"category_scores_gemma":[0.003624529,0.0002194333,0.0005668193,0.0002904769,0.0003594245,0.0003881034,0.001464105,0.0004367121,0.0001078748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673535,"about_ca_system_score_gemma":0.0002542211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282533,"about_ca_topic_score_gemma":0.003962884,"domain_scores_codex":[0.9992938,0.000309651,0.00005716317,0.0001088028,0.0001206129,0.0001099502],"domain_scores_gemma":[0.9955799,0.0009292008,0.00200455,0.0002177354,0.0002696759,0.0009989488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002206566,0.00009118255,0.9936494,0.00002686377,0.0001398089,0.00004994291,0.0003726515,0.00005693664,0.0006203826,0.0000265508,0.00008287402,0.004662586],"study_design_scores_gemma":[0.000002189873,0.00006438793,0.9995089,0.000006978151,0.0000135405,0.00004099746,0.0002115728,0.00004237335,0.00003673443,0.00002009737,0.00005007273,0.000002270529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993594,0.0001372999,0.00006173884,0.00003816289,0.000004583932,0.000006742713,0.00006844218,0.000001318447,0.0003223729],"genre_scores_gemma":[0.9996364,0.00005980816,0.0001223026,0.00001652726,0.000005665167,0.00001073292,0.00007624038,7.516425e-7,0.00007152108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002536554,"threshold_uncertainty_score":0.008485675,"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."}}