{"id":"W3022425679","doi":"10.1136/heartjnl-2018-bcs.61","title":"61 Reliability of cardiac output measurements during catheterisation: comparison of various commonly used formulae calculating assumed oxygen consumption","year":2018,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Population; Cardiac catheterization; Consumption (sociology); Reproducibility; Firth; Reliability (semiconductor); Cardiology; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000809257,0.0001395307,0.000735936,0.0001074217,0.00008986195,0.000005288613,0.00009551983,0.0001530562,0.0000401102],"category_scores_gemma":[0.000174746,0.0001317987,0.0004950482,0.00007064246,0.0002740014,0.00004586175,0.00005262798,0.0001546474,0.00001067294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840358,"about_ca_system_score_gemma":0.00005604028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002343195,"about_ca_topic_score_gemma":0.00001546757,"domain_scores_codex":[0.9981253,0.000300178,0.0007791605,0.000248972,0.0003538777,0.0001925038],"domain_scores_gemma":[0.9986504,0.0001013978,0.0003283558,0.0003468301,0.0005073018,0.00006574261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003663205,0.0001615372,0.958965,0.0002812459,0.000543497,0.000001531508,0.000573677,0.0001186826,0.03727175,0.00003809637,0.00002703524,0.001651604],"study_design_scores_gemma":[0.001307811,0.0007546804,0.9784715,0.0002636326,0.0001578714,0.00003544696,0.00006979645,0.000699462,0.01770644,0.0001508506,0.0002730583,0.000109448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963285,0.0002354132,0.001902637,0.00004909181,0.000769012,0.0003049366,0.00004149622,0.0000348363,0.0003341007],"genre_scores_gemma":[0.9987635,0.000003472745,0.0007221249,0.000005266443,0.0003003331,0.0000216599,0.00009908297,0.00001569671,0.00006885186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956531,"threshold_uncertainty_score":0.5374596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09644130508433907,"score_gpt":0.3745607791943804,"score_spread":0.2781194741100413,"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."}}