{"id":"W3172444646","doi":"10.1096/fasebj.2021.35.s1.02521","title":"<b>V</b> alidity of Assessing <i>in vivo</i> Cardiac Contractility Using A “Less‐Invasive” Approach during Mechanical Ventilation: Insights from Small and Large Animal Models","year":2021,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; Chronic Disease Prevention Alliance of Canada; University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"U.S. Department of Defense","keywords":"Preload; Medicine; Cardiology; Contractility; Hemodynamics; Internal medicine; Inferior vena cava; Blood pressure; Mechanical ventilation; Anesthesia","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":[0.001978585,0.0005188252,0.000373516,0.0003584776,0.0001666456,0.0007162808,0.0004645749,0.000588006,0.0009769059],"category_scores_gemma":[0.001152655,0.0002583308,0.0002806532,0.0001374217,0.0007243027,0.000606193,0.0003754889,0.001022193,0.0002676458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013095,"about_ca_system_score_gemma":0.00024398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003563438,"about_ca_topic_score_gemma":0.0005138338,"domain_scores_codex":[0.9995008,0.0001694015,0.00003429531,0.0001389565,0.0000949357,0.00006155782],"domain_scores_gemma":[0.9985843,0.0003569697,0.0005094377,0.0002579998,0.000165043,0.0001263444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003202602,0.00007639772,0.002282144,0.0001718713,0.00003419198,0.00005059738,0.00004491838,0.0001926856,0.9839562,0.0002126511,0.0001916297,0.01246655],"study_design_scores_gemma":[0.00006326724,0.004260306,0.1506232,0.0001750984,0.0003148902,0.001277963,0.0002705607,0.01803105,0.8168703,0.0009709018,0.007055423,0.0000868995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893389,0.008010643,0.0956653,0.0009602266,0.0002375948,0.0001054716,0.0004487809,0.000492206,0.004740953],"genre_scores_gemma":[0.9688983,0.003087768,0.02585708,0.0002882385,0.0001172501,0.000227684,0.0003270025,0.00007071811,0.001125863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978585,"threshold_uncertainty_score":0.01046389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234305871841333,"score_gpt":0.2629176358817736,"score_spread":0.2105745771633603,"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."}}