{"id":"W2521400234","doi":"10.1002/wps.20355","title":"Self‐Help Plus (<scp>SH</scp>+): a new <scp>WHO</scp> stress management package","year":2016,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"World Health Organization","keywords":"Mental health; Psychosocial; Medicine; Bibliotherapy; Distress; Coping (psychology); Poverty; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000370813,0.00183281,0.001604056,0.001350011,0.0006375761,0.0003161927,0.002197801,0.001504228,0.002372722],"category_scores_gemma":[0.00001212818,0.001552233,0.0007910011,0.001048619,0.0001633557,0.0002877443,0.0004774052,0.002781078,0.01621804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387064,"about_ca_system_score_gemma":0.0002684236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601827,"about_ca_topic_score_gemma":0.0006106857,"domain_scores_codex":[0.9909862,0.0005309051,0.001556666,0.002565786,0.001258948,0.003101546],"domain_scores_gemma":[0.9942514,0.000746002,0.001214111,0.002971232,0.00007034122,0.0007469138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002384418,0.000433312,0.008458555,0.001918654,0.001460732,0.001002375,0.0008847252,2.630437e-7,2.605458e-7,0.005093673,0.9674557,0.01326784],"study_design_scores_gemma":[0.004979193,0.0002203192,0.004583277,0.001542751,0.0007270498,0.00004555813,0.0006028021,0.000001483927,0.0000115356,0.00284557,0.9840666,0.0003738756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003056148,0.01359324,0.0001463103,0.2426182,0.03804719,0.004653678,0.001032729,0.001191061,0.6956615],"genre_scores_gemma":[0.0002873989,0.0004738595,0.001723814,0.287712,0.02433698,0.0006927367,0.001049369,0.0004244814,0.6832993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04509385,"threshold_uncertainty_score":0.999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844441975699153,"score_gpt":0.3041449696128171,"score_spread":0.2857005498558256,"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."}}