{"id":"W1643390738","doi":"","title":"A Qualitative Analysis of Suicide Ideation among Manitoban Farmers.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Qualitative research; Coping (psychology); Psychology; Suicidal ideation; Qualitative analysis; Ideation; Suicide ideation; Phenomenon; Content analysis; Social psychology; Socioeconomics; Suicide prevention; Environmental health; Clinical psychology; Poison control; Sociology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005014518,0.0000866231,0.0002244637,0.00007751035,0.000112855,0.00003644524,0.0001188901,0.00008478547,0.0002042306],"category_scores_gemma":[9.860544e-7,0.00003422232,0.0001371527,0.0005038127,0.00009677611,0.00008377298,5.92209e-8,0.0001749827,6.64583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000349163,"about_ca_system_score_gemma":0.00001594082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476653,"about_ca_topic_score_gemma":0.3130526,"domain_scores_codex":[0.9992951,0.00005869022,0.0002879092,0.00009390192,0.0001241998,0.0001402102],"domain_scores_gemma":[0.9991178,0.000138906,0.0002672427,0.00003117658,0.0002150514,0.000229815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000374399,0.0001371783,0.2177454,0.00001885894,0.003187705,0.0000377162,0.1157596,0.0002462834,0.3553123,0.01825636,0.001464108,0.2874601],"study_design_scores_gemma":[0.0009421599,0.001147274,0.7757295,0.0001136668,0.001008095,0.00005671244,0.01238393,0.0002898117,0.001236734,0.06344091,0.1428675,0.0007837495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970047,0.00131621,0.001005625,0.0002971072,0.0001649964,0.00004537489,0.00003304162,0.000002768367,0.0001302025],"genre_scores_gemma":[0.9939364,0.005581175,0.00007248996,0.0001701304,0.0001654351,5.944318e-7,0.00001267429,8.005388e-7,0.00006034405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5579841,"threshold_uncertainty_score":0.72056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146263298408153,"score_gpt":0.2875137119472846,"score_spread":0.2660510789632031,"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."}}