{"id":"W2078975193","doi":"10.1097/00000542-200410000-00055","title":"A Sigh Is Not a Sigh, as PEEP Blows By","year":2004,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Positive end-expiratory pressure; Anesthesia; Mechanical ventilation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002349978,0.0007067941,0.0008712395,0.0005490431,0.001592385,0.002731059,0.0007274775,0.003448517,0.009186126],"category_scores_gemma":[0.02113279,0.0002638866,0.0006238828,0.0003320049,0.003253781,0.0033936,0.001616254,0.009353128,0.007978241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007204411,"about_ca_system_score_gemma":0.0009578992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192738,"about_ca_topic_score_gemma":0.002252853,"domain_scores_codex":[0.9970585,0.0006586104,0.0004072615,0.000451498,0.001224294,0.0001998923],"domain_scores_gemma":[0.9917465,0.002473089,0.001051733,0.0007118687,0.002817402,0.001199295],"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":[0.0003352834,0.0001108697,0.008605245,0.0005982014,0.0001760557,0.005725286,0.000870702,0.0001228096,0.002289303,0.0143887,0.8117451,0.1550324],"study_design_scores_gemma":[0.00003545581,0.0001833259,0.007811794,0.0008439276,0.00007097544,0.01892831,0.0009955887,0.0002075104,0.001274819,0.01309506,0.9564638,0.00008946137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01519204,0.07198135,0.008640591,0.5151699,0.2981682,0.0001004933,0.000610626,0.0009798185,0.08915696],"genre_scores_gemma":[0.2024933,0.04266038,0.009201632,0.4448202,0.1504011,0.0001575447,0.0006448316,0.001418103,0.1482027],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009186126,"threshold_uncertainty_score":0.03073061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695833415582834,"score_gpt":0.2785862730511228,"score_spread":0.2616279388952945,"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."}}