{"id":"W2327533152","doi":"10.5606/fng.btd.2015.031","title":"Which monitoring methods can we use in patients undergoing cardiac surgery?","year":2015,"lang":"en","type":"article","venue":"Istanbul Bilim University Florence Nightingale Journal of Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Medicine; Cardiac surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003386597,0.0006961544,0.001462045,0.001084527,0.000854414,0.003179191,0.0009349665,0.00196309,0.004279873],"category_scores_gemma":[0.03253477,0.0003017917,0.0009718084,0.0009719214,0.0006520958,0.00369774,0.0008531587,0.002622258,0.001427519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006993372,"about_ca_system_score_gemma":0.002033985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645249,"about_ca_topic_score_gemma":0.00465051,"domain_scores_codex":[0.9980185,0.0007102205,0.0003559876,0.0002199334,0.0005427806,0.000152643],"domain_scores_gemma":[0.9897914,0.004182882,0.002242573,0.0004457209,0.0020913,0.001246076],"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":[0.000931481,0.0009438614,0.2325092,0.001487263,0.0002369284,0.0008723192,0.001031365,0.00051148,0.001336702,0.001253068,0.02905445,0.7298319],"study_design_scores_gemma":[0.001264554,0.005252862,0.6847093,0.02506329,0.002153867,0.008719474,0.01836118,0.01322932,0.008850424,0.02328391,0.2084435,0.0006683085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3253354,0.2198963,0.06481438,0.3247195,0.01115769,0.001010158,0.001730909,0.001576498,0.04975908],"genre_scores_gemma":[0.7559664,0.1160695,0.08718903,0.02480306,0.008198998,0.001057936,0.0008627952,0.0003128565,0.005539459],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004279873,"threshold_uncertainty_score":0.0179103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488591400321714,"score_gpt":0.3046811682047435,"score_spread":0.2497952542015264,"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."}}