{"id":"W2603692983","doi":"10.5603/ait.2017.0006","title":"Optymalizacja funkcji układu krążenia w okresie okołooperacyjnym u chorych poddawanych operacjom niekardiochirurgicznym — stanowisko Sekcji Kardiotorakoanestezjologii Polskiego Towarzystwa Anestezjologii i Intensywnej Terapii. Część 2","year":2017,"lang":"pl","type":"article","venue":"Anaesthesiology Intensive Therapy","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Intensive care; Hemodynamics; Cardiac surgery; Cardiothoracic surgery; Anesthesia; Cardiac output; Surgery; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004198408,0.003952211,0.01032287,0.001242364,0.003281442,0.001122621,0.004696115,0.003927371,0.002535457],"category_scores_gemma":[0.007200232,0.003130616,0.004753134,0.0008039006,0.005963387,0.00125805,0.001127362,0.003913704,0.003330226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000823478,"about_ca_system_score_gemma":0.001346356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473746,"about_ca_topic_score_gemma":0.0001476876,"domain_scores_codex":[0.980627,0.004100915,0.003739326,0.004686828,0.00196614,0.004879817],"domain_scores_gemma":[0.9775269,0.003279319,0.002433163,0.00836592,0.006257956,0.002136731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03110012,0.002639181,0.682422,0.0005829445,0.0136313,0.05392739,0.008219676,0.0001761527,0.01290444,0.01251495,0.04887791,0.133004],"study_design_scores_gemma":[0.01384532,0.009949051,0.5548326,0.0009740788,0.001522747,0.00585501,0.005562148,0.0001658537,0.00244813,0.0003582834,0.40057,0.003916789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952119,0.03132591,0.00008150945,0.04449424,0.006025216,0.00472345,0.0002413582,0.0008141437,0.01708225],"genre_scores_gemma":[0.885633,0.04808991,0.0006165904,0.04074097,0.003407542,0.0003138446,0.0004095488,0.0006360515,0.02015258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3516921,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06448161676612911,"score_gpt":0.3482712111493632,"score_spread":0.2837895943832341,"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."}}