{"id":"W4413574067","doi":"10.64628/aam.faxqkgkfq","title":"Even with equal vaccination rates, COVID-19 hotspots still have higher infection rates","year":2021,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Vaccination; Virology; Geography; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007059515,0.000610434,0.001482918,0.001208153,0.0009972992,0.002824746,0.0005378246,0.00121086,0.01641906],"category_scores_gemma":[0.02026355,0.0003947854,0.0009540179,0.00191021,0.0007969983,0.002293545,0.001615327,0.001360374,0.004032131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982675,"about_ca_system_score_gemma":0.001083695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007280922,"about_ca_topic_score_gemma":0.007075779,"domain_scores_codex":[0.9947032,0.002084755,0.0002990851,0.001206646,0.0005512262,0.001155029],"domain_scores_gemma":[0.9870141,0.005763271,0.002757445,0.001891626,0.001403253,0.001170358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005749341,0.0004593206,0.7097188,0.002358099,0.003888237,0.0003860298,0.002249583,0.00346429,0.008265159,0.02789388,0.05487792,0.1806893],"study_design_scores_gemma":[0.0004373171,0.001157647,0.8802407,0.0006557467,0.002577877,0.0008716493,0.003018927,0.002296501,0.006446098,0.02224656,0.07991676,0.0001342015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544493,0.01789241,0.01863785,0.01635239,0.002747777,0.0003868421,0.02609192,0.0006903773,0.06275124],"genre_scores_gemma":[0.9767718,0.001914304,0.003468064,0.002765233,0.0004473554,0.0002038387,0.006026209,0.0001710786,0.008232038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641906,"threshold_uncertainty_score":0.05492723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122779872468844,"score_gpt":0.4794052644890853,"score_spread":0.3671272772422009,"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."}}