{"id":"W2058777194","doi":"10.1378/chest.128.4_meetingabstracts.269s-c","title":"COMPARISON BETWEEN “SWAN-GANZ” DERIVED AND ECHOCARDIOGRAPHIC VARIABLES IN THE PREDICTION OF HEMODYNAMIC COMPLICATIONS FOLLOWING CARDIAC SURGERY","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Hemodynamics; Cardiology; Cardiac surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678123,0.0003901089,0.0007348214,0.000438997,0.0002231734,0.0005149863,0.0004689861,0.0007571392,0.0004925102],"category_scores_gemma":[0.007441625,0.0002177875,0.0004991062,0.0004418022,0.0003729695,0.0006491189,0.0003083651,0.0009445692,0.0001299338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039791,"about_ca_system_score_gemma":0.0003872946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390025,"about_ca_topic_score_gemma":0.002370223,"domain_scores_codex":[0.9992982,0.0003505296,0.00006619043,0.000103097,0.0001220653,0.00005980138],"domain_scores_gemma":[0.9932529,0.004887442,0.0006502719,0.0001697361,0.000446161,0.0005934811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01911559,0.000518117,0.9656439,0.00007298752,0.0007083387,0.0002055693,0.0001802839,0.0007363868,0.002020292,0.00007871589,0.000171863,0.01054787],"study_design_scores_gemma":[0.0003845219,0.004780317,0.9877094,0.00001373266,0.0003773352,0.0003057868,0.0001908721,0.004887047,0.001037301,0.0001188684,0.0001753205,0.00001955747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994222,0.0002067413,0.0001026214,0.00002856532,0.00001642424,0.000005084043,0.00005157188,0.000001207,0.0001655472],"genre_scores_gemma":[0.9994389,0.0001241416,0.0001651819,0.00002795738,0.00002973103,0.00000896253,0.0001211729,0.000001370643,0.00008257256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678123,"threshold_uncertainty_score":0.008874893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403608446926849,"score_gpt":0.2902518913335366,"score_spread":0.2562158068642681,"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."}}