{"id":"W2943204414","doi":"10.1001/jamasurg.2019.1153","title":"Guidelines for Perioperative Care in Cardiac Surgery","year":2019,"lang":"en","type":"review","venue":"JAMA Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1161,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; St. Boniface Hospital; Montreal Heart Institute","funders":"","keywords":"Medicine; Perioperative; Randomized controlled trial; Protocol (science); Intensive care medicine; MEDLINE; Cardiac surgery; Evidence-based medicine; Quality of evidence; Clinical trial; Best evidence; Surgery; Alternative medicine; Internal medicine","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00229141,0.0007764991,0.01274913,0.0008233683,0.0000611026,0.00009076345,0.000119384,0.0009023881,0.00009293839],"category_scores_gemma":[0.0060755,0.0005585189,0.01016579,0.0006096538,0.00006896268,0.0001274036,0.00005574797,0.0005188698,0.0001760636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635942,"about_ca_system_score_gemma":0.002446195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005881706,"about_ca_topic_score_gemma":0.000004348264,"domain_scores_codex":[0.9954939,0.0005990153,0.001882936,0.0008158922,0.0005184293,0.0006898057],"domain_scores_gemma":[0.9801261,0.01774608,0.0003700602,0.0007751608,0.0007462573,0.0002363143],"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":[0.00009494439,0.00003141266,0.005756447,0.03782848,0.0004382143,0.0003195263,0.0001228742,3.545851e-7,8.361828e-8,0.00008028051,0.04034534,0.914982],"study_design_scores_gemma":[0.0001894449,0.00002199969,0.0003914784,0.01878032,0.001330539,0.0000986483,0.0002576872,0.000001189929,0.000001082108,5.107107e-7,0.978336,0.0005911097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008337206,0.9906704,0.000003593065,0.000697667,0.002178276,0.002462872,0.0002571008,0.00007659608,0.00357017],"genre_scores_gemma":[0.000008137416,0.9866126,0.0001451293,0.0008038933,0.001886572,0.000786865,0.001908416,0.0001667936,0.007681636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9379907,"threshold_uncertainty_score":0.9997472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188432561881392,"score_gpt":0.4141684029620503,"score_spread":0.2257358410806583,"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."}}