{"id":"W3196989710","doi":"10.1001/jama.2021.9843","title":"Titrating Oxygen Therapy in Critically Ill Patients","year":2021,"lang":"en","type":"letter","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","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":[0.0007642913,0.0002985104,0.0004185303,0.0004546495,0.001330003,0.001036083,0.0005237984,0.005429402,0.005866345],"category_scores_gemma":[0.01058155,0.0001997116,0.0004770101,0.000358909,0.0007041794,0.001076465,0.0005420675,0.006451519,0.002518587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136118,"about_ca_system_score_gemma":0.001101405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725734,"about_ca_topic_score_gemma":0.003244012,"domain_scores_codex":[0.9992949,0.0002373276,0.0001177614,0.00006193764,0.000186607,0.0001014509],"domain_scores_gemma":[0.998161,0.00101216,0.0001886412,0.00005712604,0.0002073538,0.000373703],"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":[0.0003264568,0.0002190083,0.02104159,0.0003410436,0.00004533574,0.07597195,0.001003911,0.0003347945,0.001336417,0.00301396,0.8103549,0.08601054],"study_design_scores_gemma":[0.0006185459,0.001160281,0.05308646,0.004614046,0.0001131656,0.1569196,0.003388835,0.003754144,0.002210397,0.02762168,0.7463893,0.0001235306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02420578,0.009879444,0.0008016778,0.8670773,0.01969639,0.0001253367,0.00009110918,0.0001631851,0.0779597],"genre_scores_gemma":[0.3934383,0.02089531,0.003694668,0.4713615,0.07536181,0.0003070277,0.0001564681,0.000109838,0.03467515],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005866345,"threshold_uncertainty_score":0.01962489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690197574211201,"score_gpt":0.2755205015017491,"score_spread":0.2486185257596371,"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."}}