{"id":"W4389309382","doi":"10.1080/1059924x.2023.2289967","title":"Farmers’ Mental Health: The Mediating Role of Chronic Fatigue","year":2023,"lang":"en","type":"article","venue":"Journal of Agromedicine","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"","keywords":"Loneliness; Autonomy; Affect (linguistics); Mental health; Workload; Structural equation modeling; Government (linguistics); Psychology; Environmental health; Social psychology; Medicine; Political science; Psychiatry; Management; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733686,0.0002387897,0.0002322475,0.0003500206,0.001102315,0.0008236568,0.0003205133,0.0004151165,0.003658765],"category_scores_gemma":[0.003244902,0.0001504335,0.0002987361,0.0003535766,0.0007363492,0.0003512746,0.0007384673,0.0004374003,0.00006952443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220067,"about_ca_system_score_gemma":0.002393333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1455111,"about_ca_topic_score_gemma":0.2156231,"domain_scores_codex":[0.9994916,0.0001794776,0.0000185086,0.00006530117,0.00006639507,0.0001787477],"domain_scores_gemma":[0.9989778,0.00042649,0.0002732409,0.00003490059,0.00008668919,0.0002009279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009568287,0.0001529041,0.9828095,0.00006313465,0.0001204778,0.0002509498,0.003476914,0.00007929561,0.0004530537,0.0003820641,0.0003145506,0.01180145],"study_design_scores_gemma":[0.000005533374,0.00007114719,0.99597,0.00003487232,0.00005355543,0.00007803304,0.00314892,0.0001409713,0.00004057024,0.0001312052,0.0003206328,0.00000460642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974595,0.0004211711,0.00007156174,0.000672251,0.000007321069,0.00001161645,0.00006303797,0.000001286701,0.001292218],"genre_scores_gemma":[0.9995224,0.0001735933,0.00004377342,0.00004009351,0.000003552991,0.000003530468,0.00001589384,2.451788e-7,0.0001968911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455111,"threshold_uncertainty_score":0.2893282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032624645374611,"score_gpt":0.2544146134669885,"score_spread":0.2340883670132424,"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."}}