{"id":"W2073561547","doi":"10.1186/cc5458","title":"Impedance cardiography to assess hemodynamic status: a comparison with transpulmonary thermodilution","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Impedance cardiography; Medicine; Hemodynamics; Cardiology; Internal medicine; Stroke volume; Heart failure; Ejection fraction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003374814,0.0008155392,0.001539752,0.001682186,0.0001653069,0.00125898,0.0006319589,0.00113815,0.0009365776],"category_scores_gemma":[0.00796027,0.000266637,0.0003347215,0.00140989,0.0007290964,0.0009547154,0.0006630066,0.001129612,0.0004367401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603342,"about_ca_system_score_gemma":0.0002806703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004361491,"about_ca_topic_score_gemma":0.0004515944,"domain_scores_codex":[0.9954052,0.001986945,0.0003058453,0.0005802385,0.001640116,0.00008173981],"domain_scores_gemma":[0.992247,0.005474549,0.0008764589,0.0003704487,0.0006825901,0.0003488617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03600692,0.001664798,0.4546554,0.001643526,0.001368016,0.0006403329,0.001865824,0.00228896,0.1005675,0.001436931,0.001396878,0.3964649],"study_design_scores_gemma":[0.002363954,0.03750511,0.8755867,0.000404737,0.001245081,0.005006577,0.0009630171,0.03332672,0.03407311,0.001132314,0.008166284,0.0002264247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198832,0.03678245,0.03525853,0.0009018256,0.0006939282,0.0002993173,0.000657339,0.0002634688,0.005260003],"genre_scores_gemma":[0.9715106,0.007347364,0.01846172,0.0006348924,0.0005126371,0.0002359808,0.0003097744,0.00008303115,0.0009039856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003374814,"threshold_uncertainty_score":0.01784796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348330157783778,"score_gpt":0.3720988534290365,"score_spread":0.3372658376506587,"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."}}