{"id":"W4236782645","doi":"10.1097/01.sa.0000475678.77681.4e","title":"Postoperative Hypoxemia Is Common and Persistent","year":2016,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute; Juravinski Hospital","funders":"","keywords":"Medicine; Hypoxemia; Anesthesia","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":[0.0005559815,0.0003160525,0.0004838564,0.001200589,0.0004758764,0.0007669477,0.0002712912,0.0004906614,0.007612433],"category_scores_gemma":[0.003817086,0.000125051,0.0003117153,0.002177085,0.0003087938,0.0008466169,0.0005168871,0.0007061559,0.001968245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058568,"about_ca_system_score_gemma":0.001082439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152016,"about_ca_topic_score_gemma":0.001650471,"domain_scores_codex":[0.9992112,0.0001130267,0.0001577074,0.0001000772,0.0003181212,0.00009980539],"domain_scores_gemma":[0.9980347,0.0004654338,0.00077104,0.00006072755,0.0004243178,0.0002438958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003265535,0.0001145347,0.2134402,0.00186944,0.00006920888,0.003228511,0.0003802057,0.0001055032,0.002646002,0.001291979,0.0641761,0.7123517],"study_design_scores_gemma":[0.00005873834,0.0007816789,0.6024127,0.004488119,0.0002565196,0.05257389,0.002022897,0.000269778,0.002352768,0.004331965,0.3303569,0.00009407465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2762949,0.5891511,0.007040083,0.04349137,0.004904182,0.0002573087,0.005648696,0.0005392011,0.07267314],"genre_scores_gemma":[0.5293827,0.4366587,0.002719553,0.006606122,0.003477432,0.0001082099,0.004874632,0.000074075,0.01609857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007612433,"threshold_uncertainty_score":0.02546614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519955582407663,"score_gpt":0.287514231754009,"score_spread":0.2423146759299323,"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."}}