{"id":"W2947762722","doi":"10.1371/journal.pone.0216588","title":"Meta-analyses of positive psychology interventions: The effects are much smaller than previously reported","year":2019,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Meta-analysis; Sample size determination; Psychological intervention; Replicate; Publication bias; Psychology; Clinical psychology; Medicine; Statistics; Psychiatry; Internal medicine; Mathematics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00132808,0.0006940683,0.004843469,0.0003671387,0.0001045914,0.00003352531,0.0007451145,0.000850458,0.002588771],"category_scores_gemma":[0.0007529862,0.0003919835,0.003832275,0.0006416455,0.0002153458,0.00005475025,0.0001170842,0.001203505,0.001270803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005960153,"about_ca_system_score_gemma":0.00003795579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395119,"about_ca_topic_score_gemma":0.00002147229,"domain_scores_codex":[0.9927582,0.00315877,0.001948441,0.001152312,0.0004774409,0.000504845],"domain_scores_gemma":[0.9922909,0.002030012,0.003208265,0.002134477,0.0002290988,0.0001072888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002583771,0.01366424,0.0006546956,0.06628907,0.5949773,0.000301994,0.0007625735,4.197179e-7,0.00009817215,0.00141174,0.01303375,0.3085477],"study_design_scores_gemma":[0.001991767,0.003734585,0.01419507,0.06842531,0.7636158,0.0004231274,0.0001750271,0.000001375768,0.00006712236,0.00169793,0.143651,0.002021883],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007068184,0.975408,0.00007672227,0.0001937033,0.0008353993,0.002842249,0.00009047858,0.0001145043,0.01973217],"genre_scores_gemma":[0.002049552,0.9852116,0.0001766357,0.000308737,0.0002428543,0.001281635,0.000216505,0.00009948106,0.01041304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3065258,"threshold_uncertainty_score":0.9998532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6423490119925649,"score_gpt":0.5013082536707942,"score_spread":0.1410407583217707,"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."}}