{"id":"W3179509563","doi":"10.1016/j.bjae.2021.05.008","title":"Perioperative care in cardiac surgery","year":2021,"lang":"en","type":"review","venue":"BJA Education","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Prehabilitation; Intensive care medicine; Perioperative; Perioperative medicine; Surgical stress; Psychological intervention; Multimodal therapy; Surgery; Nursing; Physical therapy","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":[0.001871756,0.001042017,0.002406054,0.004422149,0.0004510403,0.002015888,0.00102199,0.001904071,0.008629937],"category_scores_gemma":[0.006296265,0.0004672327,0.001635485,0.004728257,0.0006847095,0.001667866,0.001416315,0.002786844,0.0009688529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673102,"about_ca_system_score_gemma":0.005035428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009420537,"about_ca_topic_score_gemma":0.02428999,"domain_scores_codex":[0.9991069,0.0002426634,0.0002159917,0.0001220962,0.0002292446,0.00008307837],"domain_scores_gemma":[0.9975907,0.001472657,0.000483483,0.00002682391,0.0002937251,0.0001326357],"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":[0.0001100308,0.0001098413,0.0007255109,0.1520819,0.0005840551,0.00007551944,0.00009968985,0.0002320369,0.0001213188,0.001522408,0.02268057,0.8216571],"study_design_scores_gemma":[0.0003217919,0.0003517085,0.01135805,0.5093251,0.005777813,0.0009829722,0.0005100488,0.0002560745,0.00016643,0.003097602,0.4677731,0.0000791558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004486955,0.9993681,0.00001641372,0.000195652,0.0001325224,0.000003507166,0.00001049942,0.00000173472,0.0002266908],"genre_scores_gemma":[0.0006760187,0.9987652,0.00006440374,0.0002613955,0.0001382913,0.000005623255,0.00001285753,5.635025e-7,0.00007566517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009420537,"threshold_uncertainty_score":0.02887005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068051731953266,"score_gpt":0.3820990676454748,"score_spread":0.3414185503259421,"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."}}