{"id":"W2509664467","doi":"10.1002/smi.2700","title":"Capturing the Active Ingredients of Multicomponent Participatory Organizational Stress Interventions Using an Adapted Study Design","year":2016,"lang":"en","type":"article","venue":"Stress and Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Human Resources and Skills Development Canada; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Psychological intervention; Psychosocial; Distress; Psychology; Process (computing); Applied psychology; Intervention (counseling); Process management; Clinical psychology; Social psychology; Computer science; Engineering; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0202695,0.001398023,0.0008321044,0.001308028,0.001254095,0.001119874,0.001385091,0.001219452,0.003548049],"category_scores_gemma":[0.02332018,0.0006892748,0.001542771,0.001119129,0.00181166,0.001068366,0.002203349,0.001450727,0.0003742866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029302,"about_ca_system_score_gemma":0.004322328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177427,"about_ca_topic_score_gemma":0.00339262,"domain_scores_codex":[0.9790992,0.01486042,0.001447781,0.001934913,0.002008139,0.0006495842],"domain_scores_gemma":[0.9828594,0.01017106,0.001586262,0.003008493,0.001748471,0.0006261854],"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":[0.01292942,0.03917285,0.02770929,0.01079803,0.001198357,0.0004899849,0.02545341,0.01288593,0.0392473,0.01509656,0.002428653,0.8125902],"study_design_scores_gemma":[0.04736874,0.3253271,0.2253406,0.0049222,0.005371571,0.0009671294,0.01802465,0.04511203,0.1263573,0.08600375,0.114081,0.001123953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4804243,0.0007212306,0.3537342,0.0008003996,0.0004678623,0.1543889,0.0007327421,0.0004913565,0.008239062],"genre_scores_gemma":[0.3698101,0.0004080302,0.4237724,0.000420255,0.00007323694,0.2037577,0.0001652154,0.00004014431,0.001553024],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0202695,"threshold_uncertainty_score":0.1071966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2637733408753616,"score_gpt":0.4704170895078618,"score_spread":0.2066437486325002,"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."}}