{"id":"W6976812324","doi":"10.6084/m9.figshare.24558219","title":"Additional file 2 of Global prevalence of COVID-19-induced acute respiratory distress syndrome: systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute respiratory distress; MEDLINE; Quality (philosophy); Respiratory distress; Risk assessment; Distress","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003841502,0.0001064428,0.0007583511,0.00006735972,0.0001005302,0.00003582814,0.0005155946,0.0001415093,0.9886916],"category_scores_gemma":[0.02334833,0.00008360536,0.000454905,0.00110993,0.00007297526,0.0002077698,0.0001736872,0.000167676,0.0003089822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210513,"about_ca_system_score_gemma":0.0006066742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004539994,"about_ca_topic_score_gemma":0.00003042324,"domain_scores_codex":[0.9978359,0.0004938499,0.0003935163,0.0002732197,0.0008230205,0.000180439],"domain_scores_gemma":[0.9963472,0.002755937,0.0002340453,0.000262029,0.0001889296,0.0002118029],"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":[4.855902e-7,0.000005085034,9.728078e-7,0.1512381,0.008162618,0.00002869656,0.00007021808,3.765753e-7,1.126307e-7,0.00008453592,0.8404062,0.000002523731],"study_design_scores_gemma":[0.00009827959,0.0001429925,0.0004179327,0.08540238,0.2802946,0.00003027613,0.0006313206,0.0000647043,0.000007738139,0.0004455746,0.6318715,0.0005927792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000003062331,0.02056167,4.699881e-7,0.0003996099,0.000005694915,0.0006008903,0.9765401,0.00003121049,0.001857232],"genre_scores_gemma":[0.0302223,0.001261138,0.0002197694,0.002668702,0.0001028505,0.009607118,0.9367742,0.00003539504,0.01910852],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9883827,"threshold_uncertainty_score":0.9848784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687167263618166,"score_gpt":0.4208354462815909,"score_spread":0.2521187199197743,"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."}}