{"id":"W2809323413","doi":"","title":"Exploring perceptions of the effect of psychosocial hazards on workers' mental health","year":2017,"lang":"en","type":"article","venue":"European Health Psychologist","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Mental health; Thematic analysis; Autonomy; Hazard; Population; Occupational safety and health; Psychology; Focus group; Psychological intervention; Qualitative research; Medicine; Environmental health; Nursing; Applied psychology; Gerontology; Psychiatry; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007888352,0.0002496656,0.0002366021,0.0005097903,0.003284778,0.002230057,0.0005802023,0.0009951427,0.002028471],"category_scores_gemma":[0.01115798,0.0001929253,0.0003233983,0.0003970564,0.004098078,0.001227564,0.002875934,0.001666178,0.0001146898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355086,"about_ca_system_score_gemma":0.004297957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357893,"about_ca_topic_score_gemma":0.04082245,"domain_scores_codex":[0.9972202,0.001658072,0.0001025091,0.0001018345,0.0005311851,0.0003863715],"domain_scores_gemma":[0.9890219,0.008062548,0.001140121,0.0001645777,0.0007618343,0.0008490017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007421412,0.00008166333,0.07591639,0.0006957548,0.00002453482,0.0008275892,0.8943298,0.0001138467,0.001128032,0.001394565,0.00160536,0.02380827],"study_design_scores_gemma":[0.000008313039,0.0002194776,0.0592026,0.000541311,0.00001844917,0.000401188,0.9307824,0.00008162865,0.0002648772,0.000649242,0.007803746,0.00002667377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835985,0.001594721,0.0006696625,0.009477006,0.0001113974,0.00004069558,0.00005377033,0.000005083933,0.004449037],"genre_scores_gemma":[0.9969463,0.001230079,0.0001928291,0.00103937,0.00003959376,0.00002968203,0.00001303296,0.000002351723,0.0005068645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357893,"threshold_uncertainty_score":0.0468834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676162651299918,"score_gpt":0.5469842066273406,"score_spread":0.2793679414973488,"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."}}