{"id":"W2900606806","doi":"10.1111/jrh.12336","title":"Medical Emergencies in Farmers","year":2018,"lang":"en","type":"article","venue":"The Journal of Rural Health","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Toronto East General Hospital; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Hazard ratio; Demographics; Confidence interval; Occupational safety and health; Emergency department; Environmental health; Demography; Emergency medicine; Medical emergency; Nursing; Internal medicine","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":[0.001366911,0.00006312092,0.0001491522,0.000007849318,0.0001545367,0.00000533889,0.0003069372,0.00004444998,0.0005419297],"category_scores_gemma":[0.00002181588,0.00001351597,0.00005515959,0.0002704409,0.00009276113,0.00006760436,0.00003079867,0.0002171453,0.00002403323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003219213,"about_ca_system_score_gemma":0.00003994657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006920011,"about_ca_topic_score_gemma":0.00303326,"domain_scores_codex":[0.998875,0.0001741218,0.0003531161,0.00003222722,0.0003477377,0.0002177576],"domain_scores_gemma":[0.9994522,0.0001047179,0.0002012073,0.00002215208,0.00007598181,0.0001437292],"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":[0.0004424799,0.0002405976,0.03613193,0.00001319987,0.0000339169,0.00001349601,0.005389475,0.000003581528,0.01403523,0.001223373,0.05329607,0.8891767],"study_design_scores_gemma":[0.0003352272,0.002584284,0.898809,0.0001249504,0.000009102852,0.0003791662,0.02008926,0.00002225695,0.0001576249,0.001147616,0.076188,0.0001534932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662394,0.0008588427,0.000005828691,0.03212569,0.0002749688,0.00005346302,0.00000177728,0.000005200229,0.0004348536],"genre_scores_gemma":[0.9951423,0.001609556,0.00001300247,0.002241656,0.0008973241,2.421329e-7,0.000001163106,2.778034e-7,0.00009445399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8890232,"threshold_uncertainty_score":0.593375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953206463622098,"score_gpt":0.2743979849991569,"score_spread":0.2548659203629359,"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."}}