{"id":"W3044843675","doi":"10.1101/2020.07.17.20155218","title":"ISARIC COVID-19 Clinical Data Report: Final report January 2020 – January 2023","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Preparedness; Malaise; Cohort; Outbreak; Pediatrics; Public health; Coronavirus disease 2019 (COVID-19); Pneumonia; Family medicine; Emergency medicine; Disease; Internal medicine; Infectious disease (medical specialty); Pathology","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0157595,0.001115999,0.003700267,0.0003304314,0.0003405107,0.0001363677,0.003243883,0.001401851,0.001024448],"category_scores_gemma":[0.5492564,0.0009777932,0.001332014,0.001051021,0.001445262,0.0001803821,0.02368552,0.00816161,0.001267827],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005949003,"about_ca_system_score_gemma":0.01467658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073501,"about_ca_topic_score_gemma":0.0001222579,"domain_scores_codex":[0.9824253,0.00118097,0.005661623,0.005904101,0.00347329,0.00135466],"domain_scores_gemma":[0.9386609,0.0302444,0.003796848,0.01968389,0.001257483,0.006356494],"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":[0.0008044027,0.0005716984,0.3362218,0.003406898,0.001097776,0.1897656,0.00006136354,0.0000335736,0.00002362387,0.00001095016,0.466264,0.001738332],"study_design_scores_gemma":[0.00212057,0.0005672276,0.2653489,0.0006351248,0.001125134,0.001118869,0.00004970907,0.002353746,0.000008094145,0.002113571,0.7237226,0.000836455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1055322,0.00728147,0.0140623,0.821207,0.01423179,0.01089093,0.003188167,0.002147834,0.02145832],"genre_scores_gemma":[0.5185905,0.06001748,0.02362307,0.166309,0.05130398,0.002141842,0.05527043,0.001085798,0.1216579],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6548979,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4019395892358779,"score_gpt":0.5510307621717091,"score_spread":0.1490911729358312,"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."}}