{"id":"W4407061691","doi":"10.1016/j.bja.2024.11.041","title":"Impact of neuromuscular block monitoring and reversal on postoperative pulmonary complications in thoracic surgery: a Bayesian analysis of the iPROVE-OLV trial","year":2025,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Medicine; Cardiothoracic surgery; Block (permutation group theory); Bayesian probability; Surgery; Anesthesia; Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004925606,0.0001143959,0.0007120415,0.0005201013,0.00006404969,0.00001733333,0.0001316986,0.00006352008,0.000006423325],"category_scores_gemma":[0.0003032276,0.00009036052,0.0005388066,0.001130731,0.0001117526,0.00008886887,0.00001889369,0.0002632976,1.086638e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006859795,"about_ca_system_score_gemma":0.0002536087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711595,"about_ca_topic_score_gemma":0.00001485434,"domain_scores_codex":[0.9985014,0.0003158738,0.0006295317,0.0001458054,0.0002786761,0.0001287666],"domain_scores_gemma":[0.9988891,0.0001982044,0.0004029305,0.0001950793,0.0002420952,0.00007251325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003884273,0.000656997,0.9676714,0.0000344482,0.0009101953,0.0005385847,0.0001784931,0.0001834365,0.001493066,0.00002372843,0.0001122343,0.02431316],"study_design_scores_gemma":[0.001662362,0.0005730269,0.9949749,0.0008630942,0.0007786455,0.0003314495,0.0001492313,0.0002596638,0.0002969708,0.00002378474,0.0000269561,0.00005997289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980789,0.0006561464,0.00003389029,0.0008076752,0.00003108233,0.0002792046,0.0000084152,0.000002470037,0.0001021506],"genre_scores_gemma":[0.9992613,0.0004931482,0.00009161122,0.00009040074,0.00002381236,0.000003086012,0.000002572242,0.000008780857,0.00002533166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02730346,"threshold_uncertainty_score":0.3684795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116115115762111,"score_gpt":0.319914485226401,"score_spread":0.2987533340687799,"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."}}