{"id":"W4393200073","doi":"10.1093/ehjacc/zuae038","title":"How to use natriuretic peptides in non-cardiac surgery","year":2024,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Population Health Research Institute","funders":"","keywords":"Medicine; Original research; Library science; Classics; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002495222,0.0004084608,0.001924447,0.0007473739,0.0001330098,0.0008755493,0.0001487316,0.0001034969,0.00001858383],"category_scores_gemma":[0.0005914437,0.0003240507,0.008086962,0.0008908442,0.00005941306,0.0003828947,0.0001011097,0.0009259501,0.0003533389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885945,"about_ca_system_score_gemma":0.0001792625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001184987,"about_ca_topic_score_gemma":6.532243e-7,"domain_scores_codex":[0.9960103,0.001051184,0.0005200514,0.0005976872,0.00115701,0.0006637722],"domain_scores_gemma":[0.997603,0.0006040506,0.00003292,0.0007294515,0.0003089536,0.0007216405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006322184,0.0001218346,0.3152606,0.001704719,0.02321132,0.3864102,0.007096188,0.000575127,0.003042137,0.0001528367,0.1221323,0.1396606],"study_design_scores_gemma":[0.000315678,0.00008620563,0.2109088,0.0007158223,0.001174074,0.007946578,0.0005771808,0.000005632558,0.0001344731,0.000001328946,0.7777994,0.0003348364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8767577,0.09659453,0.0007588323,0.00728104,0.00406303,0.001365279,0.00006263737,0.00034789,0.01276909],"genre_scores_gemma":[0.9897895,0.003554399,0.0007709202,0.00113032,0.002056085,0.00001193585,0.00003207571,0.0001772964,0.002477448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6556671,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726798190188614,"score_gpt":0.2610663184737042,"score_spread":0.2337983365718181,"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."}}