{"id":"W3045188868","doi":"10.1101/2020.07.22.20160168","title":"Decreased incidence, virus transmission capacity, and severity of COVID-19 at altitude on the American continent","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Altitude (triangle); Outbreak; Pandemic; Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Effects of high altitude on humans; Geography; Incidence (geometry); Epidemiology; Demography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Veterinary medicine; Medicine; Virology; Disease; Meteorology; 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":[0.0001962902,0.0001365976,0.0001447036,0.0005292814,0.0002534455,0.0003983344,0.000155905,0.0001361291,0.001653812],"category_scores_gemma":[0.0006613705,0.00005247238,0.0001741326,0.0006721254,0.0001938735,0.0002052357,0.000229033,0.0002537552,0.0001377258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375265,"about_ca_system_score_gemma":0.0002108459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477707,"about_ca_topic_score_gemma":0.009609647,"domain_scores_codex":[0.9998937,0.00002857147,0.000007345896,0.00002337707,0.00001970551,0.00002733995],"domain_scores_gemma":[0.9994325,0.00005875651,0.0002213311,0.00003555412,0.0001377217,0.0001141078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006024503,0.00002372897,0.9947583,0.00001049545,0.00004134831,0.0000771729,0.00008063721,0.0001102065,0.001265689,0.00003130659,0.0001831005,0.003357716],"study_design_scores_gemma":[4.834172e-7,0.00001251722,0.9995512,0.000001681458,0.000005872844,0.00003422222,0.0000803794,0.0001266717,0.00006086834,0.00001215435,0.0001128183,9.903698e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988261,0.0001456449,0.0001030276,0.00004751153,0.00000480218,0.000002516975,0.0002827361,0.000004905682,0.0005826928],"genre_scores_gemma":[0.9996142,0.0000542885,0.00005220247,0.00001347063,0.000006127169,0.000001636429,0.0001742027,8.609498e-7,0.00008293867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477707,"threshold_uncertainty_score":0.02938211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.261514220546263,"score_gpt":0.4113475984119929,"score_spread":0.1498333778657299,"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."}}