{"id":"W2157826297","doi":"10.1093/icvts/ivu088","title":"Foam formation and acute air emboli with the maquet paediatric Quadrox I: a word of caution","year":2014,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Sequela; Oxygenator; Anesthesia; Hypothermia; Surgery","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":[0.0008859837,0.0001318025,0.0004038553,0.0002133996,0.00007243442,0.00001991648,0.00003228153,0.00005362797,0.00001874035],"category_scores_gemma":[0.0001029493,0.00008309806,0.0002685448,0.0002106641,0.00009144496,0.0003437858,0.00004061869,0.0001318164,0.00000220184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002520423,"about_ca_system_score_gemma":0.00001588946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000030939,"about_ca_topic_score_gemma":0.000002640384,"domain_scores_codex":[0.9990643,0.000181644,0.0001986411,0.0001805697,0.0002539391,0.0001209459],"domain_scores_gemma":[0.9991392,0.0002507471,0.0001239931,0.0002559785,0.0001837019,0.0000463434],"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":[0.0005029993,0.0000390799,0.003422926,0.00025398,0.001912712,0.000005031627,0.0008973083,0.000008224054,0.00007778875,0.0001562037,0.003493726,0.98923],"study_design_scores_gemma":[0.003102794,0.00311794,0.4220495,0.002477679,0.01680904,0.0007407212,0.01075437,0.009287748,0.1269946,0.002425693,0.4003311,0.001908805],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350018,0.002570445,0.05665138,0.0006266121,0.00008840051,0.0004698658,0.000004572255,0.00007890801,0.004508028],"genre_scores_gemma":[0.9974689,0.001935973,0.0001333986,0.00008886119,0.0000957039,0.00005172083,0.00002848115,0.00001407845,0.0001828051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9873212,"threshold_uncertainty_score":0.3388641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078028975976355,"score_gpt":0.2540410576023328,"score_spread":0.2432607678425692,"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."}}