{"id":"W2917574401","doi":"10.5603/ait.2017.0005","title":"Optymalizacja funkcji układu krążenia w okresie okołooperacyjnym u chorych poddawanych operacjom niekardiochirurgicznym — stanowisko Sekcji Kardiotorakoanestezjologii Polskiego Towarzystwa Anestezjologii i Intensywnej Terapii. Część 1","year":2017,"lang":"pl","type":"article","venue":"Anaesthesiology Intensive Therapy","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":10,"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":[0.004214593,0.003953095,0.0103211,0.001242938,0.003281272,0.001120906,0.004697952,0.003927355,0.002569641],"category_scores_gemma":[0.007261761,0.003131337,0.00475378,0.0008043417,0.005963444,0.001257443,0.001127474,0.003914337,0.003355449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008233117,"about_ca_system_score_gemma":0.001350596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456343,"about_ca_topic_score_gemma":0.0001470739,"domain_scores_codex":[0.9806232,0.00410187,0.003738127,0.004689272,0.001966476,0.004881054],"domain_scores_gemma":[0.9774745,0.003312408,0.002430832,0.008377399,0.006267898,0.002137007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03092831,0.002615224,0.6879516,0.0005738546,0.01350435,0.05243459,0.008138347,0.000173924,0.01310488,0.01224738,0.04899151,0.129336],"study_design_scores_gemma":[0.01382311,0.009979258,0.560132,0.0009857344,0.001531447,0.005864319,0.005620015,0.0001671644,0.002466648,0.0003574045,0.3951379,0.003934929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89567,0.03098867,0.00008276991,0.04465101,0.006000833,0.004729476,0.0002452307,0.0008143019,0.01681773],"genre_scores_gemma":[0.8865097,0.04726749,0.0006264682,0.04074839,0.003373238,0.0003182323,0.000408418,0.0006368217,0.0201112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461464,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06618219614783648,"score_gpt":0.3487715258228032,"score_spread":0.2825893296749667,"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."}}