{"id":"W4225731520","doi":"10.2139/ssrn.4072500","title":"Infectious Diseases Genomic Surveillance Capacity in the Caribbean: The Example of SARS-CoV-2","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Caribbean region; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Genomics; Geography; Neglected tropical diseases; Global health; Coronavirus disease 2019 (COVID-19); Economic growth; Latin Americans; Biology; Public health; Medicine; Environmental health; Infectious disease (medical specialty); Genome; Genetics; Health care; Political science; Disease; Economics","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":[0.003570489,0.0003416715,0.0003547039,0.00137773,0.001887965,0.004236258,0.0006976367,0.001150861,0.006698623],"category_scores_gemma":[0.01053409,0.0001651475,0.0002861461,0.002302327,0.001988904,0.001988672,0.002240855,0.00145235,0.0003426952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004053577,"about_ca_system_score_gemma":0.008076129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1660555,"about_ca_topic_score_gemma":0.1532743,"domain_scores_codex":[0.998457,0.0006354023,0.00004323188,0.0001445984,0.0002464924,0.0004733433],"domain_scores_gemma":[0.9949943,0.002100468,0.0005604774,0.0004237875,0.00106775,0.0008532281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001167809,0.0002872323,0.1411235,0.001547652,0.0002885461,0.00463573,0.03377854,0.003945817,0.01469424,0.2949393,0.05210815,0.4514834],"study_design_scores_gemma":[0.0002671398,0.0005031365,0.2712767,0.002266766,0.0004067603,0.002604429,0.06373656,0.007061454,0.00266317,0.1400354,0.5089358,0.0002426167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5167437,0.02485337,0.00379772,0.1380634,0.0005930217,0.000148084,0.002290121,0.0001884873,0.3133221],"genre_scores_gemma":[0.9755563,0.01246375,0.002004448,0.004697291,0.0003199989,0.00005329918,0.0003904808,0.00004210204,0.004472251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1660555,"threshold_uncertainty_score":0.3301778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322952873798896,"score_gpt":0.3068693818789718,"score_spread":0.2636398531409828,"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."}}