{"id":"W3037497307","doi":"10.1177/0956797620919673","title":"Does Happiness Improve Health? Evidence From a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Psychological Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Happiness; Psychology; Randomized controlled trial; Intervention (counseling); Population; Clinical psychology; Physical health; Gerontology; Medicine; Psychiatry; Mental health; Social psychology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00506565,0.0004017503,0.001964023,0.0001036041,0.0004507767,0.000211262,0.001293915,0.0002656936,0.005607559],"category_scores_gemma":[0.00762971,0.0001846991,0.0005297763,0.00113372,0.001877415,0.0003155426,0.0001376945,0.0006717056,0.001207707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007126119,"about_ca_system_score_gemma":0.00006935951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481169,"about_ca_topic_score_gemma":0.000005242155,"domain_scores_codex":[0.9930829,0.001668378,0.001327621,0.002038768,0.0008997804,0.0009825508],"domain_scores_gemma":[0.9946115,0.002985158,0.0006913082,0.0007270136,0.0001364138,0.0008485756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9671422,0.0004541974,0.000218807,0.000004586587,0.00007167196,0.00002200395,0.001623205,0.00000387363,0.004187067,0.003291781,0.00257616,0.02040442],"study_design_scores_gemma":[0.9779478,0.001944757,0.007731945,0.00005218184,0.00005278995,0.000004215126,0.0002595032,0.0004077647,0.00005802596,0.009467996,0.001620918,0.0004520902],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8357868,0.001170066,0.01504397,0.07005483,0.01760599,0.008611284,0.00002934121,0.0008648609,0.05083291],"genre_scores_gemma":[0.981821,0.0001638509,0.001052558,0.01394486,0.001406591,0.00104395,0.00000336781,0.00001462948,0.0005491955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460343,"threshold_uncertainty_score":0.99957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06324251340034687,"score_gpt":0.4072492751496055,"score_spread":0.3440067617492586,"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."}}