{"id":"W2007330880","doi":"10.1186/cc5338","title":"Hemodynamic changes due to expiratory positive airway pressure by facial mask in the postoperative period of cardiac surgery","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hemodynamics; Airway; Anesthesia; Cardiac surgery; Positive airway pressure; Cardiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003192067,0.0003382137,0.0004417045,0.0003778999,0.000272235,0.0002748522,0.0001561054,0.0004753065,0.0006907518],"category_scores_gemma":[0.001510485,0.0001369584,0.0003028873,0.0002725051,0.0003716477,0.000256979,0.0002112091,0.0009254465,0.0001241106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000358498,"about_ca_system_score_gemma":0.0003115471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005227854,"about_ca_topic_score_gemma":0.0006214663,"domain_scores_codex":[0.9997845,0.00006097843,0.00001966069,0.0000288156,0.00004484196,0.00006116288],"domain_scores_gemma":[0.9992253,0.0002269954,0.0002591553,0.00003212281,0.00005753876,0.0001988563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02636315,0.002131912,0.8209137,0.000389515,0.0002551174,0.0318337,0.001610061,0.0004966674,0.07559737,0.0002166287,0.0008598281,0.03933235],"study_design_scores_gemma":[0.000119545,0.00962788,0.9775181,0.00001656354,0.00009973074,0.005924227,0.0003020202,0.0004175887,0.0053392,0.00004574662,0.0005690673,0.00002037986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990471,0.0003671948,0.0001091072,0.00004359836,0.00002470354,0.00002052161,0.000039239,0.000005161695,0.000343306],"genre_scores_gemma":[0.9993358,0.0002787475,0.0001078244,0.00004558698,0.00005978191,0.00002005246,0.00005791173,0.000001496726,0.00009279313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006907518,"threshold_uncertainty_score":0.002601027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385171396806841,"score_gpt":0.2994656315346424,"score_spread":0.285613917566574,"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."}}