{"id":"W4386188073","doi":"10.22605/rrh8189","title":"Understanding the factors contributing to farmer suicide: a meta-synthesis of qualitative research","year":2023,"lang":"en","type":"review","venue":"Rural and Remote Health","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"PsycINFO; Scopus; Qualitative research; Psychology; Suicide prevention; Poison control; Mental health; Stressor; Occupational safety and health; Human factors and ergonomics; Applied psychology; MEDLINE; Clinical psychology; Medicine; Environmental health; Sociology; Psychiatry; Social science; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005752766,0.0003190046,0.001752794,0.00003815346,0.001775569,0.00009180598,0.0003296616,0.0002139103,0.00003150844],"category_scores_gemma":[0.0002932689,0.00006879107,0.0005096222,0.001374226,0.0001579372,0.00003754505,0.0002516156,0.0005435558,0.00002206307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732306,"about_ca_system_score_gemma":0.00006613962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006634144,"about_ca_topic_score_gemma":0.001937521,"domain_scores_codex":[0.9953422,0.002260098,0.0007314599,0.0003628894,0.0004931134,0.0008102502],"domain_scores_gemma":[0.9916472,0.007535441,0.0003860129,0.00008491083,0.0001118102,0.0002346617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009773739,0.00001662999,0.000004982516,0.001988669,0.0006067177,0.00000156743,0.001767264,1.174149e-7,0.000007437009,0.001406415,0.0008391744,0.9933513],"study_design_scores_gemma":[0.00006054726,0.0004897915,0.0005857547,0.00745556,0.00104535,0.00001391858,0.06911064,0.000002555641,0.000003774035,0.002789779,0.917888,0.0005542922],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003665448,0.992588,0.00002752017,0.004861873,0.0000941729,0.001348648,0.0004678167,0.00004921496,0.000196223],"genre_scores_gemma":[0.002169224,0.9969782,0.0000212182,0.00009788928,0.0001466239,0.00002748057,0.00008261524,0.000003382417,0.0004733225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992797,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7036174631751623,"score_gpt":0.5122451062389181,"score_spread":0.1913723569362442,"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."}}