{"id":"W4205728782","doi":"10.2196/30063","title":"COVID-19 Assessment and Testing in Rural Communities During the Pandemic: Cross-sectional Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Pacific Safety Products (Canada); University of Ottawa","funders":"","keywords":"Medicine; Pandemic; Triage; Medical emergency; Telemedicine; Cross-sectional study; Needs assessment; Family medicine; Telehealth; Personal protective equipment; Health care; Nursing; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002604496,0.0002896028,0.0002399663,0.001285248,0.0006750199,0.0005564552,0.0005799098,0.0005126899,0.001052263],"category_scores_gemma":[0.00553757,0.0004979667,0.0003642015,0.001493701,0.0004941824,0.0007593962,0.001104785,0.0005794016,0.0002250901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152549,"about_ca_system_score_gemma":0.0007060398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02602166,"about_ca_topic_score_gemma":0.03268022,"domain_scores_codex":[0.9981923,0.0007846613,0.0001633192,0.0003496665,0.0002847183,0.0002253044],"domain_scores_gemma":[0.9951526,0.00115576,0.002186685,0.0002755143,0.0006848743,0.0005444772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002434729,0.00004261476,0.9990419,0.000008237032,0.00001614777,0.00003286873,0.0003155776,0.00002008685,0.00005892924,0.000005276434,0.00005351122,0.000380534],"study_design_scores_gemma":[0.000003920554,0.0001949794,0.9971034,0.00001013813,0.00001132833,0.0001444071,0.00223823,0.0001378274,0.00002743716,0.000005110168,0.0001201799,0.000003032946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992555,0.0000550589,0.00007363915,0.00001980471,0.000001817504,0.00003498041,0.0003255138,0.000001845212,0.0002317951],"genre_scores_gemma":[0.9992742,0.00006558013,0.0001586615,0.00003922662,0.000003220013,0.00005226729,0.0003373969,0.00000160957,0.00006789158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602166,"threshold_uncertainty_score":0.05174041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165104564117172,"score_gpt":0.444563919091969,"score_spread":0.3280534626802518,"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."}}