{"id":"W3084429505","doi":"10.22374/cjgim.v15i3.462","title":"COVID-19: A Comprehensive Overview","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Coronavirus; ARDS; Pneumonia; Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Multiorgan failure; Outbreak; Transmission (telecommunications); Virology; Intensive care medicine; Immunology; Disease; Lung; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003102159,0.0002266683,0.000728841,0.0004694768,0.0000876721,0.00002874273,0.0004309836,0.0001003665,0.0009688931],"category_scores_gemma":[0.002354579,0.0001660215,0.0002225403,0.0004370926,0.0003654125,0.00009609803,0.00003322088,0.0007705828,0.0000715311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005625349,"about_ca_system_score_gemma":0.005490042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02285683,"about_ca_topic_score_gemma":0.004210622,"domain_scores_codex":[0.9978758,0.0001044525,0.0007116143,0.0002289122,0.0006097924,0.0004694108],"domain_scores_gemma":[0.9958844,0.0001177838,0.0002491166,0.0002010664,0.0006071595,0.00294046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001819248,0.00005773328,0.06328005,0.001016275,0.0009388739,0.03847567,0.005380009,0.00002117813,0.1127571,0.001229905,0.7603465,0.0146775],"study_design_scores_gemma":[0.003715289,0.002355451,0.002303718,0.0004975074,0.0001352324,0.003939837,0.0004316011,0.0003944331,0.003581812,0.0002282571,0.9822658,0.000151101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.726037,0.04034972,0.002127184,0.2159391,0.001724253,0.0005049208,0.00003220672,0.0000345452,0.01325106],"genre_scores_gemma":[0.3900609,0.00006617582,0.0002167479,0.6065211,0.002948867,0.000002198322,0.000002003168,0.00002755384,0.0001545173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.390582,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398403357741714,"score_gpt":0.3951596603236565,"score_spread":0.255319324549485,"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."}}