{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678462,0.0001292126,0.0003009028,0.0001569209,0.0004702319,0.0002951363,0.0001190813,0.0003001836,0.003259365],"category_scores_gemma":[0.0009280434,0.0001046252,0.0002992215,0.0001168994,0.0001382466,0.0001441114,0.0004029255,0.0003868898,0.0002149207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254991,"about_ca_system_score_gemma":0.0003333887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262058,"about_ca_topic_score_gemma":0.001831391,"domain_scores_codex":[0.9998222,0.00008826596,0.000009409362,0.00001869019,0.00002258916,0.00003886372],"domain_scores_gemma":[0.9998134,0.00004028857,0.00004585815,0.000006509952,0.00001306008,0.00008087843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02575419,0.03290644,0.1908809,0.003066386,0.000876347,0.0008056478,0.00282916,0.0006316917,0.02418486,0.0002816078,0.01279566,0.7049872],"study_design_scores_gemma":[0.005371466,0.05174201,0.9303096,0.0002486778,0.0005595092,0.0004914255,0.001539882,0.0008118014,0.002422958,0.0002110241,0.00627331,0.00001846558],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963294,0.001198206,0.0001299664,0.0005730027,0.00004611694,0.0001094727,0.00004817161,0.00001856455,0.001547131],"genre_scores_gemma":[0.9981126,0.0006137879,0.0004292578,0.0002400845,0.00004404552,0.0001160517,0.00005166256,0.000001297129,0.0003912769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003259365,"threshold_uncertainty_score":0.01090366,"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."}}