{"id":"W1964636976","doi":"10.1017/s146342361300056x","title":"Happiness intervention decreases pain and depression, boosts happiness among primary care patients","year":2014,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Red Deer Regional Hospital","funders":"","keywords":"Mental health; Happiness; Psychological intervention; Vitality; Depression (economics); Medicine; Gratitude; Intervention (counseling); Psychology; Clinical psychology; Psychiatry; Physical therapy; Psychotherapist","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003896556,0.0003468147,0.000504052,0.0004602993,0.0008887616,0.00009848388,0.0003604123,0.0002706117,0.0001482896],"category_scores_gemma":[0.0006093244,0.0003062657,0.00008435979,0.0004587841,0.0002586617,0.0002220399,0.0003626614,0.0007264222,0.00009810372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371298,"about_ca_system_score_gemma":0.0004017837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315785,"about_ca_topic_score_gemma":0.000336495,"domain_scores_codex":[0.9928507,0.003046718,0.0008382691,0.001063378,0.001078275,0.00112269],"domain_scores_gemma":[0.9971399,0.0005446578,0.0002462597,0.0005539581,0.0008173149,0.000697915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001786712,0.0002110854,0.3463199,0.001158793,0.00003496367,0.000006320404,0.005152849,9.125212e-7,0.000006349951,0.00006804163,0.009151699,0.6377104],"study_design_scores_gemma":[0.00159962,0.0004219865,0.9171661,0.0006878445,0.00000520928,0.000003755038,0.001841719,0.000002872732,0.00002570178,0.0001170571,0.07782449,0.0003036596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516421,0.009524254,0.002991695,0.0005196571,0.001542744,0.001875898,0.00001956758,0.0002673667,0.03161671],"genre_scores_gemma":[0.9943485,0.0002608927,0.001179407,0.001688272,0.0002370711,0.0006279078,0.001243918,0.00005433418,0.0003597482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6374067,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544903240589455,"score_gpt":0.3652207579271964,"score_spread":0.3397717255213019,"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."}}