{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01401897,0.001364827,0.001154774,0.005622035,0.00159378,0.005648823,0.002192481,0.00209977,0.05493417],"category_scores_gemma":[0.02987464,0.001042034,0.001138741,0.00475708,0.0005516804,0.001791448,0.003451047,0.00201843,0.08937678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003951618,"about_ca_system_score_gemma":0.01398691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04760826,"about_ca_topic_score_gemma":0.03062969,"domain_scores_codex":[0.988128,0.001595879,0.002205119,0.0008352067,0.005890932,0.001344923],"domain_scores_gemma":[0.9519684,0.003132649,0.003798901,0.002588808,0.03465313,0.003858267],"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":[0.0001765052,0.00004190303,0.005057653,0.0002244985,0.00001747142,0.00008628863,0.00003120319,0.0001803948,0.0001309363,0.0003192611,0.9847822,0.008951727],"study_design_scores_gemma":[0.0001694298,0.0001290833,0.03577349,0.00095067,0.00002096257,0.0001884644,0.00015643,0.0003391534,0.0007139026,0.0004137864,0.9610906,0.00005401438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003821411,0.00161779,0.002100795,0.007356679,0.003701343,0.003437088,0.9134452,0.001246901,0.06327285],"genre_scores_gemma":[0.007550523,0.00110741,0.003558745,0.002024813,0.001200818,0.003103084,0.9545813,0.0004214712,0.0264519],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05493417,"threshold_uncertainty_score":0.1837731,"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."}}