{"id":"W3208283509","doi":"10.4187/respcare.09294","title":"AARC Clinical Practice Guideline: Management of Adult Patients With Oxygen in the Acute Care Setting","year":2021,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Oxygen therapy; Supplemental oxygen; Guideline; Intensive care medicine; Clinical Practice; Oxygen delivery; Oxygenation; Intubation; Oxygen; Anesthesia; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009344393,0.0006089303,0.00217614,0.0002311632,0.00008812457,0.0000385783,0.0005205018,0.0005187965,0.00005531757],"category_scores_gemma":[0.000315349,0.0003735086,0.0007608142,0.0006917711,0.00007822054,0.0001249879,0.0002329424,0.001033844,0.00002711834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740418,"about_ca_system_score_gemma":0.00138042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006196366,"about_ca_topic_score_gemma":0.00001059559,"domain_scores_codex":[0.9942359,0.0008885628,0.002262981,0.000874305,0.001279375,0.0004588422],"domain_scores_gemma":[0.9948114,0.0002403126,0.001175611,0.001542027,0.002045476,0.0001852153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008166378,0.0001793323,0.001254583,0.02434975,0.0008873485,0.00240203,0.0007158187,3.343719e-7,2.242586e-7,0.00009697185,0.004261935,0.96577],"study_design_scores_gemma":[0.001720632,0.0008067215,0.0001998541,0.02001007,0.005363973,0.00002643953,0.01329401,5.657415e-8,0.000004431237,4.519172e-7,0.9582222,0.000351126],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004271717,0.9895764,0.00002000781,0.00004744801,0.0003534576,0.003156003,0.0001671217,0.00003518474,0.006217213],"genre_scores_gemma":[0.00007953103,0.9853396,0.006021033,0.005901021,0.000483634,0.0003589176,0.001569885,0.0001739795,0.0000724085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9654189,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053664309045944,"score_gpt":0.410502169533173,"score_spread":0.3699655264427135,"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."}}