{"id":"W4394715119","doi":"10.2196/47170","title":"Evaluating the Knowledge of and Behavior Toward COVID-19 and the Possibility of Isolating at a City Level: Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Population; Asymptomatic; Coronavirus disease 2019 (COVID-19); Multivariate analysis; Pandemic; Internal medicine; Disease; Environmental health","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":[0.001523049,0.0002236768,0.0002678097,0.0008777969,0.0003631848,0.00066903,0.0003023355,0.0006073323,0.001941294],"category_scores_gemma":[0.00326966,0.0002997743,0.0004890446,0.001075804,0.0003158687,0.0006671733,0.00065274,0.000558919,0.0004271153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005043797,"about_ca_system_score_gemma":0.0006166009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088264,"about_ca_topic_score_gemma":0.01215953,"domain_scores_codex":[0.9992111,0.0003305934,0.00007989274,0.0001017316,0.0001168148,0.0001597897],"domain_scores_gemma":[0.9972721,0.0004643014,0.001139127,0.0001643483,0.0004354684,0.0005247023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003244824,0.0001327015,0.9984675,0.00001401331,0.0000229131,0.00002321691,0.0003375096,0.0000267915,0.0000698107,0.000006894182,0.00007437541,0.0007916822],"study_design_scores_gemma":[0.000003385073,0.0002411979,0.9985622,0.000005123128,0.00001064454,0.00004403721,0.0008072467,0.0001301445,0.00003132821,0.000004818106,0.0001565821,0.00000350731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994274,0.00002498573,0.00004557342,0.0000195769,9.102101e-7,0.00001958814,0.0002431335,0.000001489239,0.0002172712],"genre_scores_gemma":[0.9993299,0.00004257549,0.0000994648,0.00002438755,0.000002546269,0.00002744906,0.0002899792,0.000001006715,0.0001827614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088264,"threshold_uncertainty_score":0.02163863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3557967481706517,"score_gpt":0.4941359105418305,"score_spread":0.1383391623711788,"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."}}