{"id":"W3000123876","doi":"10.22605/rrh5530","title":"Depression and binge drinking in farm and non-farm rural adults in Saskatchewan, Canada","year":2020,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"Queen's University; University of Ottawa","keywords":"Mental health; Residence; Depression (economics); Binge drinking; Demography; Environmental health; Medicine; Odds ratio; Logistic regression; Rural area; Confidence interval; Gerontology; Poison control; Suicide prevention; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001154708,0.0001471221,0.0002469101,0.00000840198,0.0001622041,0.0000250831,0.00006405828,0.00008149573,0.000003773475],"category_scores_gemma":[0.000005029131,0.00005372644,0.00001558832,0.0002151425,0.00003050744,0.00005132872,0.0000909323,0.0002132844,3.314344e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003974113,"about_ca_system_score_gemma":0.00003862479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6537187,"about_ca_topic_score_gemma":0.9692802,"domain_scores_codex":[0.9990152,0.00005167528,0.0002413354,0.0002454183,0.0001241685,0.0003222115],"domain_scores_gemma":[0.9995885,0.0000516895,0.00006994906,0.00002207012,0.00001229641,0.000255447],"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":[0.00008118596,0.0000127685,0.1092988,0.00005542825,0.000002120916,0.00001398744,0.001568279,0.000001322542,0.003766463,0.000006853618,0.00005146855,0.8851414],"study_design_scores_gemma":[0.000459188,0.0001590629,0.9861026,0.000229122,0.00000184357,0.00001768309,0.01050551,0.0005980225,0.00004666849,0.00005127495,0.001659069,0.0001700016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886145,0.001895333,0.00000118917,0.009103024,0.00004530513,0.0002245064,0.00001016282,0.00001539492,0.00009060773],"genre_scores_gemma":[0.9956979,0.001518275,0.00005525646,0.002541779,0.0001255774,9.683135e-7,0.00002606779,9.521469e-7,0.0000332789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8849714,"threshold_uncertainty_score":0.3485872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007305422297482577,"score_gpt":0.2013953821765194,"score_spread":0.1940899598790368,"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."}}