{"id":"W4206618420","doi":"10.47895/amp.v54i2.4474","title":"Quo Vadis, COVID-19?","year":2021,"lang":"en","type":"article","venue":"Acta Medica Philippina","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); China; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pneumonia; 2019-20 coronavirus outbreak; Status quo; Coronavirus; Medicine; Health care; Virology; Political science; Disease; Outbreak; Infectious disease (medical specialty); Law; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00113488,0.0001899703,0.0003696113,0.0001316213,0.0003072811,0.00009121246,0.0003871483,0.0001709851,0.005222329],"category_scores_gemma":[0.008768762,0.0001698231,0.0001062803,0.0006489453,0.0001548567,0.000440214,0.0003432639,0.0002654612,0.0007098392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004725,"about_ca_system_score_gemma":0.0004450965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360376,"about_ca_topic_score_gemma":0.0003616232,"domain_scores_codex":[0.9980056,0.00005574971,0.0004553465,0.0004127976,0.0003138346,0.0007566903],"domain_scores_gemma":[0.9987416,0.0002371298,0.0001969919,0.0004878811,0.0001439815,0.0001924402],"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":[0.00000946999,0.00005183229,0.0009633504,0.0002171569,0.00002142289,0.00006311755,0.00003047782,0.000009393088,0.00003110035,0.05096544,0.9445454,0.003091773],"study_design_scores_gemma":[0.0004621064,0.000009285985,0.001769001,0.00001831875,0.00002359271,0.00002831578,0.0002767707,0.0007504694,0.000001356836,0.00747944,0.9890053,0.0001760701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0212144,0.0007680096,0.0002726915,0.82754,0.001959787,0.0001953556,0.00001118628,0.0003025998,0.147736],"genre_scores_gemma":[0.46788,0.0002950136,0.00009165607,0.5268738,0.003844131,0.00002687291,0.0001701018,0.00002340935,0.0007949761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4466656,"threshold_uncertainty_score":0.9995808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014842319535178,"score_gpt":0.3264260530390791,"score_spread":0.2762776298437273,"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."}}