{"id":"W3038689898","doi":"10.7573/dic.2020-4-15","title":"Coronavirus disease 2019 (COVID-19): latest developments in potential treatments","year":2020,"lang":"en","type":"review","venue":"Drugs in Context","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Medicine; Middle East respiratory syndrome; Outbreak; Pandemic; Coronavirus disease 2019 (COVID-19); Middle East respiratory syndrome coronavirus; Intensive care medicine; Coronavirus; Disease; Pneumonia; Cytokine storm; Virology; Infectious disease (medical specialty); Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006923617,0.0007438692,0.003204726,0.0005298933,0.00009094107,0.00004037975,0.0005121075,0.0003426883,0.0002884686],"category_scores_gemma":[0.02258824,0.0005980383,0.0006424927,0.0008527373,0.0002455211,0.0000846301,0.000742783,0.001215083,0.001339371],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003120862,"about_ca_system_score_gemma":0.007095754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112493,"about_ca_topic_score_gemma":0.0001547409,"domain_scores_codex":[0.9950281,0.00045907,0.001548246,0.001250049,0.000902582,0.0008119641],"domain_scores_gemma":[0.9930637,0.004458531,0.0003254919,0.0006474335,0.00008210841,0.001422766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00038175,0.0005686582,0.004021915,0.0166314,0.0004247041,0.003989539,0.0003193688,0.000001813005,9.264385e-8,0.00002351483,0.0007933087,0.9728439],"study_design_scores_gemma":[0.004213295,0.0001308917,0.003936294,0.009816505,0.0005803459,0.000003128096,0.00004570636,0.00001878944,7.556669e-8,0.00004598741,0.9807693,0.0004396457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008429746,0.9925744,0.000008779336,0.002892622,0.0003365835,0.003317288,0.0003975919,0.0000772162,0.0003112417],"genre_scores_gemma":[0.004891147,0.9870135,0.00005083706,0.003194219,0.0001799188,0.0006873805,0.0005578407,0.00009540126,0.00332976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.979976,"threshold_uncertainty_score":0.9996471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107180621869117,"score_gpt":0.5197830979435448,"score_spread":0.3090650357566331,"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."}}