{"id":"W3043784685","doi":"10.3390/healthcare8030216","title":"Factors Influencing Global Variations in COVID-19 Cases and Fatalities; A Review","year":2020,"lang":"en","type":"review","venue":"Healthcare","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; China; Geography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Demography; 2019-20 coronavirus outbreak; Population; Geographic variation; Socioeconomics; Disease; Environmental health; Medicine; Infectious disease (medical specialty); Outbreak; Virology","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":[0.001593099,0.0007764694,0.001964154,0.005309888,0.0002702639,0.001397148,0.0008948602,0.0008260196,0.003412054],"category_scores_gemma":[0.007419508,0.0004193506,0.001921953,0.006489256,0.000419385,0.001077575,0.0007183949,0.0007095105,0.0004191004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008996255,"about_ca_system_score_gemma":0.003473796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632422,"about_ca_topic_score_gemma":0.007743931,"domain_scores_codex":[0.9991519,0.0002004418,0.0003049466,0.0001342399,0.0001692937,0.00003920736],"domain_scores_gemma":[0.9960625,0.002897926,0.0006289709,0.00004519814,0.000317194,0.00004830903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001774927,0.0000530439,0.00293695,0.4080055,0.0020074,0.000218659,0.0002634466,0.0003744613,0.0002157147,0.00161918,0.01341523,0.5707129],"study_design_scores_gemma":[0.0000789588,0.0003196106,0.02371322,0.4618431,0.01397634,0.003456685,0.0008846412,0.0002288938,0.0004509657,0.002329745,0.4926173,0.0001006554],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001694099,0.9993864,0.00003374513,0.0001151582,0.00004755927,0.000008114649,0.00007080697,0.000001913866,0.0001668331],"genre_scores_gemma":[0.0009935481,0.9987619,0.00006501174,0.00006467058,0.00003041984,0.000008865477,0.00004249472,6.666213e-7,0.00003247041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005309888,"threshold_uncertainty_score":0.01141453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7063095279647114,"score_gpt":0.5839269431818028,"score_spread":0.1223825847829085,"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."}}