{"id":"W3021945015","doi":"10.2196/19161","title":"Knowledge and Behaviors Toward COVID-19 Among US Residents During the Early Days of the Pandemic: Cross-Sectional Online Questionnaire","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":378,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Human Medicine, Michigan State University; College of Engineering, Michigan State University; Michigan State University","keywords":"Odds; Cross-sectional study; Odds ratio; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Purchasing; Public health; Demography; Family medicine; Computer-assisted web interviewing; Disease; Nursing; Logistic regression; Infectious disease (medical specialty); Marketing; Business; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864534,0.0002056848,0.0003651377,0.0008688805,0.0005420031,0.0006242801,0.0003772918,0.0008419392,0.00307508],"category_scores_gemma":[0.004488163,0.0004161076,0.0005267356,0.0007589314,0.000284065,0.0009712351,0.0006948936,0.0009649217,0.0006053365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282844,"about_ca_system_score_gemma":0.0004874095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106105,"about_ca_topic_score_gemma":0.01398482,"domain_scores_codex":[0.9993456,0.0001803594,0.0001237289,0.00008576932,0.0001620045,0.0001024118],"domain_scores_gemma":[0.9958753,0.0007963579,0.002003274,0.0001469972,0.0005552029,0.0006228536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005411428,0.0004193705,0.9949498,0.00006098372,0.00004414237,0.00003930974,0.0008106294,0.00005267714,0.0001377683,0.00001440805,0.0007275022,0.002689136],"study_design_scores_gemma":[0.000007541794,0.0002279153,0.9979043,0.00002346719,0.00001325727,0.00006767009,0.001203307,0.0001189885,0.00004315738,0.00001125321,0.0003733638,0.000005759582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964399,0.0001055935,0.00006438691,0.0002186965,0.000007377769,0.0001267403,0.002045498,0.000007860278,0.0009840197],"genre_scores_gemma":[0.9952644,0.0002862994,0.0005082927,0.0004725819,0.00002213415,0.0003476644,0.002056329,0.000004188069,0.001037999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106105,"threshold_uncertainty_score":0.02199334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062637021093401,"score_gpt":0.4366022392877125,"score_spread":0.3303385371783724,"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."}}