{"id":"W4306836045","doi":"10.3390/ijerph192013566","title":"Mental Health and Substance Use of Farmers in Canada during COVID-19","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Agriculture and Agri-Food Canada","keywords":"Mental health; Pandemic; Context (archaeology); Population; Public health; Anxiety; Scale (ratio); Medicine; Psychology; Psychological resilience; Psychiatry; Environmental health; Coronavirus disease 2019 (COVID-19); Disease; Social psychology; Geography; Nursing; Infectious disease (medical specialty)","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":[0.0004490722,0.0002957114,0.0004094064,0.001057903,0.005234137,0.001237934,0.0008051701,0.0004033195,0.001850895],"category_scores_gemma":[0.001135054,0.0003521095,0.0004227637,0.002916325,0.001146275,0.0005113193,0.001093327,0.0009219662,0.0001801082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02634253,"about_ca_system_score_gemma":0.03183618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946129,"about_ca_topic_score_gemma":0.9981101,"domain_scores_codex":[0.9992043,0.0000386234,0.00003028372,0.00009970357,0.000258458,0.0003686569],"domain_scores_gemma":[0.9990125,0.0000410746,0.0001826228,0.00001965149,0.0003750166,0.0003691437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006699764,0.00007994851,0.9867656,0.00006395386,0.00003023838,0.000245661,0.004965397,0.00005777591,0.0003280594,0.00007995994,0.00153053,0.005785994],"study_design_scores_gemma":[0.000004107699,0.00003204296,0.9912981,0.00004282035,0.00001014014,0.0000549067,0.007698616,0.00006847876,0.00004187176,0.00002129925,0.0007149819,0.00001261721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949131,0.0004044782,0.00004320037,0.0004613131,0.00001070184,0.00006277519,0.00238723,0.000005967121,0.001711228],"genre_scores_gemma":[0.9972127,0.0005403838,0.0001174141,0.0002416754,0.000005581851,0.00002614157,0.0008495223,0.000003309233,0.001003344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02634253,"threshold_uncertainty_score":0.1911293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160262984890618,"score_gpt":0.45240319067782,"score_spread":0.292140205787202,"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."}}