{"id":"W4280508340","doi":"10.1186/s13104-022-06049-5","title":"Trends of COVID-19 incidence in Manitoba and public health measures: March 2020 to February 2022","year":2022,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Research Manitoba","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Public health; Incidence (geometry); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Environmental health; Infection rate; Outbreak; Demography; Virology; Internal medicine; Surgery; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007975799,0.0004867727,0.0003231714,0.001810623,0.0005300134,0.001448319,0.001003246,0.0004725568,0.002635587],"category_scores_gemma":[0.002934137,0.0002887231,0.000741472,0.003537064,0.0003730333,0.0004712114,0.0008097655,0.0009355985,0.0006141298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008434629,"about_ca_system_score_gemma":0.00826127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7892949,"about_ca_topic_score_gemma":0.8202953,"domain_scores_codex":[0.9993824,0.00007023356,0.00004928031,0.00009565828,0.0001682275,0.0002342222],"domain_scores_gemma":[0.9980834,0.00008347476,0.0006226914,0.00005454502,0.0008496605,0.0003062636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486542,0.0000533125,0.9681492,0.0002456991,0.0002145079,0.0001511155,0.0004603637,0.001191295,0.0005147529,0.0004167242,0.01906431,0.009390104],"study_design_scores_gemma":[0.000009962409,0.00002943744,0.9908143,0.0001257176,0.00002727731,0.00007840623,0.0007023878,0.0007210942,0.0001684622,0.00004694051,0.007263435,0.00001249788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515084,0.003916712,0.0006393021,0.005747004,0.0002352077,0.0001003819,0.1275735,0.0002990488,0.009980479],"genre_scores_gemma":[0.9263604,0.00316316,0.001224964,0.001016911,0.0001044964,0.0001356927,0.06262134,0.00004806315,0.005324995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107051,"threshold_uncertainty_score":0.423892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6987772259222071,"score_gpt":0.5474292522941565,"score_spread":0.1513479736280506,"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."}}