{"id":"W3157425035","doi":"10.1007/s10900-021-00991-4","title":"COVID-19 Trends in the Phoenix Metropolitan Area from a Mobile Testing Program: Last Quarter of 2020","year":2021,"lang":"en","type":"article","venue":"Journal of Community Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"City of Phoenix","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Metropolitan area; Public health; Phoenix; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Quarter (Canadian coin); Demography; Virology; Geography; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004926539,0.0003416048,0.0002982242,0.001219118,0.0004519657,0.001305592,0.0008441021,0.0008778759,0.003313673],"category_scores_gemma":[0.002277087,0.0002137848,0.0006428414,0.002583728,0.0001814408,0.0009959927,0.001085313,0.001144003,0.0005944198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165549,"about_ca_system_score_gemma":0.002802849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2414562,"about_ca_topic_score_gemma":0.3132261,"domain_scores_codex":[0.999343,0.00004872917,0.00007529786,0.000124727,0.0001770046,0.0002312003],"domain_scores_gemma":[0.9984773,0.00006587401,0.0005902813,0.00002463009,0.0004159131,0.0004260691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142025,0.00008108228,0.9763525,0.0001187084,0.0001122575,0.0001141979,0.0001781081,0.0003026689,0.0002720039,0.0001688193,0.0155653,0.006620079],"study_design_scores_gemma":[0.000007726508,0.00003999122,0.9943839,0.0000656745,0.00003431425,0.0001284922,0.0007472683,0.0004643546,0.000108906,0.00002819802,0.003985253,0.000005855017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778066,0.001714382,0.0003373838,0.005573686,0.0002322552,0.00006626934,0.1059114,0.0001182143,0.008239747],"genre_scores_gemma":[0.9400756,0.002192582,0.0004996792,0.002380906,0.0001946805,0.0001398532,0.04960218,0.00003598452,0.004878415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2414562,"threshold_uncertainty_score":0.4801015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07750303442897648,"score_gpt":0.4043525447592439,"score_spread":0.3268495103302674,"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."}}