{"id":"W4206943970","doi":"10.1101/2022.01.20.22269202","title":"PRICE COVID19 Data Report December 2021 Pakistan Registry of Intensive Care","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Oxford","keywords":"Medicine; Comorbidity; Intensive care; Mechanical ventilation; Epidemiology; Emergency medicine; Intensive care medicine; Renal replacement therapy; Mortality rate; Coronavirus disease 2019 (COVID-19); Internal medicine; Pediatrics; Disease; Infectious disease (medical specialty)","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":[0.00231126,0.0007336222,0.0008765679,0.004707043,0.0006850676,0.001444472,0.001023392,0.0005235765,0.03168089],"category_scores_gemma":[0.01253867,0.0006273704,0.000562329,0.007713642,0.0002352924,0.001054208,0.001516939,0.000858705,0.01583032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503506,"about_ca_system_score_gemma":0.007875235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05608703,"about_ca_topic_score_gemma":0.03007278,"domain_scores_codex":[0.9967762,0.0003078813,0.0008308459,0.000555417,0.001049403,0.0004803333],"domain_scores_gemma":[0.9835014,0.001536156,0.003753472,0.001237999,0.008574263,0.001396623],"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":[0.0009602571,0.0001275069,0.2384551,0.001349381,0.0001582836,0.000410185,0.0002080373,0.0007638393,0.0005234702,0.001209217,0.7189872,0.03684754],"study_design_scores_gemma":[0.000526041,0.0003137542,0.6673781,0.001104181,0.00009876441,0.0007116743,0.0005865837,0.0009326474,0.00129034,0.0005450818,0.3263974,0.0001154605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01284024,0.0002671943,0.0003843648,0.0003367135,0.00009911678,0.0003299135,0.979119,0.0001380261,0.006485451],"genre_scores_gemma":[0.03264737,0.0005220347,0.0008938012,0.0003003709,0.0001019179,0.0009819594,0.9616889,0.00005350379,0.002810214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05608703,"threshold_uncertainty_score":0.1115211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248563313569405,"score_gpt":0.4882357937857447,"score_spread":0.3633794624288043,"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."}}