{"id":"W4200019903","doi":"10.54434/candj.97","title":"COVID-19 in the Hospitals","year":2021,"lang":"en","type":"article","venue":"CAND Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Betacoronavirus; Pandemic; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008607418,0.0004537375,0.0004882959,0.002389782,0.007065886,0.01444884,0.001300907,0.005022469,0.06493861],"category_scores_gemma":[0.02886,0.0003653153,0.0007787176,0.003486821,0.004397763,0.005038759,0.008736831,0.008109691,0.004987154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01510315,"about_ca_system_score_gemma":0.02716294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04560183,"about_ca_topic_score_gemma":0.09722158,"domain_scores_codex":[0.9889782,0.002871335,0.0005478197,0.0004537481,0.002900337,0.004248545],"domain_scores_gemma":[0.9563206,0.004637253,0.004671456,0.001134878,0.008093423,0.02514228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001725094,0.0003539477,0.08784171,0.0002897279,0.00007805049,0.0003970785,0.001922017,0.0002447221,0.0001910873,0.1559877,0.6941254,0.05839616],"study_design_scores_gemma":[0.00005298027,0.0001625472,0.1031407,0.001307494,0.00004190761,0.0002911458,0.0120757,0.0001409927,0.0002482327,0.02007308,0.8623636,0.0001015496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03481541,0.01140254,0.0003303932,0.6727568,0.01033205,0.00006047807,0.001715012,0.00006373275,0.2685236],"genre_scores_gemma":[0.5843087,0.01901412,0.0009967366,0.2927903,0.01429835,0.00009855258,0.001927535,0.000194284,0.08637141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06493861,"threshold_uncertainty_score":0.2172413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08267402247071821,"score_gpt":0.4334279594375183,"score_spread":0.3507539369668001,"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."}}