{"id":"W4319792590","doi":"10.1002/9781119282327.ch7","title":"Perioperative Care","year":2023,"lang":"en","type":"other","venue":"","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Perioperative; Cardiac surgery; Ventricular outflow tract; Multidisciplinary team; Oxygen saturation; Intensive care medicine; Cardiology; Anesthesia; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178819,0.0005972978,0.0003270563,0.0007453212,0.001029596,0.001624968,0.0007285401,0.0009195366,0.06386957],"category_scores_gemma":[0.004444453,0.0001655576,0.0005113189,0.0004512642,0.0002565459,0.001068417,0.001273077,0.001941115,0.03181142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054578,"about_ca_system_score_gemma":0.003270011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136447,"about_ca_topic_score_gemma":0.003857485,"domain_scores_codex":[0.9992433,0.0001802472,0.0001153501,0.00005678208,0.0003061889,0.00009827901],"domain_scores_gemma":[0.9988729,0.0002298421,0.0001059279,0.00005511461,0.0003828534,0.0003532622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004153948,0.0001178483,0.00143409,0.0007599965,0.00001864521,0.0006588469,0.0002587964,0.0001727113,0.0003262026,0.007364222,0.3804547,0.6083926],"study_design_scores_gemma":[0.00001513967,0.00006267963,0.001430164,0.001659782,0.00001525205,0.002491735,0.0001667511,0.00007195774,0.0001581192,0.002190469,0.9917251,0.0000128687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005069667,0.1158055,0.02180524,0.05064771,0.01571014,0.001213322,0.002214579,0.002152308,0.7853815],"genre_scores_gemma":[0.05503079,0.3887462,0.09576707,0.06027161,0.01887943,0.003014087,0.006826886,0.001125807,0.3703381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06386957,"threshold_uncertainty_score":0.213665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914084838669607,"score_gpt":0.2918514935007787,"score_spread":0.2827106451140827,"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."}}