{"id":"W4225006880","doi":"10.1186/s12889-022-13254-1","title":"Internet access is a necessity: a latent class analysis of COVID-19 related challenges and the role of technology use among rural community residents","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital Regional District; University of Calgary; University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Biostatistics; Latent class model; Coronavirus disease 2019 (COVID-19); Public health; The Internet; Epidemiology; Rural community; 2019-20 coronavirus outbreak; Environmental health; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internet privacy; Virology; Socioeconomics; Nursing; World Wide Web; Infectious disease (medical specialty); Pathology; Outbreak; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.004574783,0.0003569797,0.0004843375,0.001716482,0.001987603,0.002705417,0.0008392911,0.000613712,0.003744823],"category_scores_gemma":[0.01087194,0.0003034232,0.001192121,0.002136613,0.001348293,0.001845715,0.003171357,0.001476618,0.0003542394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625475,"about_ca_system_score_gemma":0.001872093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287956,"about_ca_topic_score_gemma":0.01899584,"domain_scores_codex":[0.9976094,0.001070117,0.0001273292,0.0002726855,0.0003661701,0.0005543132],"domain_scores_gemma":[0.9933763,0.002829572,0.001900035,0.0005188917,0.0006814361,0.0006937956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208752,0.0003071909,0.9679496,0.00004498078,0.00006507386,0.0001129523,0.02390114,0.0001755415,0.0001940269,0.0004806544,0.000524353,0.006123719],"study_design_scores_gemma":[0.00001374434,0.0001859461,0.9083241,0.00007952716,0.00004183159,0.0001140248,0.08428879,0.005221226,0.00007925399,0.000570731,0.00105361,0.00002724987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986358,0.00003291471,0.0004249045,0.0002026656,0.00000408842,0.00006024448,0.0001568324,0.000003203818,0.0004792569],"genre_scores_gemma":[0.9991991,0.00003101115,0.0002816531,0.0000276559,0.000004476587,0.00007440471,0.0002126108,0.000004231038,0.0001647232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287956,"threshold_uncertainty_score":0.04549271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369960765102899,"score_gpt":0.4005724768835233,"score_spread":0.2635764003732334,"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."}}