{"id":"W4323663035","doi":"10.1111/cag.12832","title":"COVID‐19, mental health, and rurality: A pilot study","year":2023,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rurality; Mental health; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Confounding; Psychology; Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Rural area; Socioeconomics; Gerontology; Medicine; Sociology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00171268,0.0004012157,0.000488574,0.00128663,0.006479749,0.001229939,0.0007573806,0.0004579205,0.002764778],"category_scores_gemma":[0.002477851,0.0004500918,0.0003813101,0.001982081,0.002069829,0.0006278693,0.001805214,0.001202213,0.000332091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008521111,"about_ca_system_score_gemma":0.01666909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7656621,"about_ca_topic_score_gemma":0.9148457,"domain_scores_codex":[0.9990656,0.0003063219,0.000026258,0.00006308452,0.0001406089,0.0003981471],"domain_scores_gemma":[0.9972602,0.0006214233,0.0003300298,0.0001548291,0.0006007302,0.001032813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006273212,0.006275738,0.7844655,0.0002044123,0.00003417897,0.001966739,0.1789858,0.000111182,0.001475141,0.0005339604,0.002888676,0.02243133],"study_design_scores_gemma":[0.00008266446,0.0021237,0.7470806,0.00005817814,0.00002586943,0.0002217344,0.2463322,0.000102863,0.0001465244,0.0001245384,0.003672241,0.0000287828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979467,0.00003698301,0.00003395125,0.0001308751,0.00000476277,0.0003190732,0.0001694792,0.000001955747,0.001356224],"genre_scores_gemma":[0.9970112,0.0001827539,0.0002354677,0.0001581448,0.000009348289,0.000418614,0.0001668722,0.000002366622,0.001815231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343379,"threshold_uncertainty_score":0.4714358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254479085430384,"score_gpt":0.3363600497523569,"score_spread":0.283815258898053,"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."}}