{"id":"W3120057666","doi":"10.47672/ajhmn.635","title":"REVIEW ARTICLE: EPIDEMIOLOGY OF COVID’19","year":2020,"lang":"en","type":"article","venue":"American Journal of Health Medicine and Nursing Practice","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Public health; Outbreak; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Medicine; Epidemiology; China; Quarter (Canadian coin); Environmental health; Virology; Infectious disease (medical specialty); Disease; Political science; Geography; Biology; Pathology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115169,0.0008671771,0.001848353,0.005721828,0.0006266978,0.002766656,0.001620038,0.002479939,0.01810701],"category_scores_gemma":[0.01480205,0.00038218,0.001334269,0.004943288,0.0009167927,0.003140338,0.001469761,0.002530424,0.005206354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556323,"about_ca_system_score_gemma":0.006145631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640479,"about_ca_topic_score_gemma":0.00361135,"domain_scores_codex":[0.9981233,0.0004257747,0.0005322839,0.0003000932,0.0004811513,0.0001372057],"domain_scores_gemma":[0.9911689,0.003497989,0.001643767,0.0002243672,0.002912291,0.0005526154],"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":[0.0001662278,0.00003293811,0.001800415,0.06574853,0.0003807606,0.0006088336,0.0002756721,0.0001859581,0.0002293943,0.004027133,0.5251642,0.40138],"study_design_scores_gemma":[0.00002245255,0.00005290883,0.003150146,0.04225922,0.0002840346,0.002538181,0.0001843935,0.00004409406,0.000102618,0.001046478,0.9502843,0.00003121564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003213173,0.9670063,0.0002836984,0.01184339,0.014613,0.00005031529,0.0006400377,0.00003673706,0.005205214],"genre_scores_gemma":[0.002762244,0.9772148,0.0003545615,0.005248569,0.01184496,0.00004195275,0.0006211391,0.00002368615,0.001888116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01810701,"threshold_uncertainty_score":0.06057394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894172844505405,"score_gpt":0.5308614397050514,"score_spread":0.3414441552545109,"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."}}