{"id":"W2131900135","doi":"10.4187/respcare.02453","title":"Decremental PEEP Titration: A Step Away From the Table","year":2013,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; ARDS; Table (database); Positive-Pressure Respiration; Intensive care medicine; Anesthesia; Mechanical ventilation; Internal medicine; Lung; Database","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001675472,0.0005720412,0.0006823658,0.0001134773,0.0002826618,0.0001729331,0.0004553886,0.00111066,0.00702802],"category_scores_gemma":[0.0000587389,0.0003953869,0.0003574284,0.0002047088,0.0001151444,0.0001677601,0.0001219837,0.001916059,0.001708404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478474,"about_ca_system_score_gemma":0.001047736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083392,"about_ca_topic_score_gemma":0.00007970579,"domain_scores_codex":[0.9967823,0.0001754254,0.0005754789,0.0007635649,0.001095109,0.000608101],"domain_scores_gemma":[0.9975628,0.0001098052,0.0002766351,0.001413108,0.0004324316,0.0002052482],"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":[0.00002423012,0.00001617627,0.001490923,0.0001597922,0.0001629992,0.0006845992,0.0002972398,1.715147e-7,0.004367068,0.0000176779,0.9885672,0.0042119],"study_design_scores_gemma":[0.0009890693,0.0003525584,0.0004126413,0.0002293877,0.0003669845,0.00001693373,0.001236526,0.000001680347,0.00822073,0.00001782144,0.9877353,0.0004203418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1100725,0.06807841,0.0009193409,0.5845903,0.01435928,0.01754911,0.003626797,0.001792415,0.1990118],"genre_scores_gemma":[0.002348695,0.00002311155,0.0003979858,0.9720328,0.0148924,0.0003575261,0.002307629,0.0001829753,0.00745691],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3874425,"threshold_uncertainty_score":0.9998498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048356948938263,"score_gpt":0.2633091280591472,"score_spread":0.2328255585697646,"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."}}