{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004808046,0.0003625764,0.0003487472,0.001081195,0.002712184,0.0009430656,0.00110329,0.0004367722,0.003404969],"category_scores_gemma":[0.0009802945,0.0004247957,0.000401929,0.00354025,0.00073974,0.0004457826,0.0009654588,0.0006788051,0.0004136681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356915,"about_ca_system_score_gemma":0.0249725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921068,"about_ca_topic_score_gemma":0.9968163,"domain_scores_codex":[0.9995242,0.00006196238,0.00004107613,0.00008537698,0.0001109615,0.000176387],"domain_scores_gemma":[0.9988753,0.00008578089,0.0001804167,0.00003527542,0.0004234813,0.0003997589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003942875,0.00003557715,0.9928502,0.00006087761,0.00004421947,0.0001022192,0.0009670249,0.00005905307,0.0001842817,0.00005098544,0.001400596,0.004205596],"study_design_scores_gemma":[0.000006632204,0.00001428659,0.9968399,0.00004575683,0.00001409638,0.00004015167,0.00247673,0.00009385935,0.00002622415,0.00002371163,0.0004119641,0.000006738515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898494,0.0009824648,0.000123145,0.0007386134,0.00002432374,0.00009059152,0.00585387,0.0000111301,0.00232634],"genre_scores_gemma":[0.9946626,0.001325832,0.0002307504,0.0003151038,0.000008753901,0.00006185418,0.001871682,0.000004869985,0.00151852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356915,"threshold_uncertainty_score":0.0984515,"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."}}