{"id":"W6902014291","doi":"10.6084/m9.figshare.14228480","title":"Additional file 4 of Expert consensus statements for the management of COVID-19-related acute respiratory failure using a Delphi method","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Delphi method; Delphi; Acute respiratory failure; MEDLINE; Respiratory failure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007861492,0.0008083805,0.0007303371,0.003301393,0.00105254,0.001471624,0.001381986,0.0009534618,0.8775543],"category_scores_gemma":[0.08598492,0.0005022613,0.0006274278,0.004145903,0.0003158974,0.001738485,0.001276651,0.001134442,0.107742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233378,"about_ca_system_score_gemma":0.004179955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006537115,"about_ca_topic_score_gemma":0.01360357,"domain_scores_codex":[0.996576,0.001429257,0.0006809447,0.0002791831,0.0007272875,0.0003072725],"domain_scores_gemma":[0.9030685,0.0770774,0.004258698,0.002552826,0.0119489,0.001093695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002411611,0.00008442211,0.001377738,0.002181554,0.00001731791,0.00004656727,0.0002820605,0.0002527436,0.00004204539,0.001059002,0.9784653,0.01595019],"study_design_scores_gemma":[0.004416569,0.0003589952,0.02833631,0.00825376,0.0001152866,0.0002586554,0.002854376,0.001832068,0.000666614,0.01423489,0.9385372,0.0001352814],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001026896,0.00003388166,0.001707106,0.00085079,0.00009283076,0.002463978,0.9843897,0.0006096658,0.008825147],"genre_scores_gemma":[0.04104273,0.0004695044,0.0293404,0.002634249,0.0003316566,0.08479711,0.7694862,0.001851003,0.07004716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8775543,"threshold_uncertainty_score":0.1746538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3438550762289936,"score_gpt":0.540053127304316,"score_spread":0.1961980510753223,"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."}}