{"id":"W2020826698","doi":"10.1186/cc5449","title":"Noninvasive cardiac output monitoring: a clinical validation","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Pulmonary artery catheter; Cardiac output; Reactance; Cardiac monitoring; Pulmonary artery; Cardiology; Catheter; Internal medicine; Intensive care medicine; Radiology; Hemodynamics","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":[0.01089655,0.001235099,0.0008327299,0.0004506565,0.000456735,0.0008850759,0.0009951845,0.001627954,0.001196946],"category_scores_gemma":[0.02438384,0.000291359,0.0002302126,0.0002607059,0.001918904,0.0008589407,0.0009194039,0.001051101,0.0007497732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042273,"about_ca_system_score_gemma":0.001015626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000282033,"about_ca_topic_score_gemma":0.0002584651,"domain_scores_codex":[0.9916834,0.00469723,0.0004729292,0.001116632,0.00183549,0.0001944208],"domain_scores_gemma":[0.9893703,0.005462576,0.0008360291,0.001388651,0.002265232,0.0006772727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02509975,0.005987452,0.4279232,0.00130759,0.0002200011,0.002019155,0.00143728,0.002927616,0.2679271,0.002801011,0.003688056,0.2586618],"study_design_scores_gemma":[0.004589694,0.1386039,0.4865019,0.0005093531,0.0006867763,0.01577532,0.0007643349,0.04984086,0.2729533,0.002358439,0.02713864,0.0002774912],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414238,0.004604294,0.04475706,0.0008416327,0.0003394907,0.001503184,0.000573954,0.0003117111,0.005644754],"genre_scores_gemma":[0.9752772,0.0008140003,0.02044101,0.0006800079,0.0003207945,0.0009815571,0.0007185148,0.00006136616,0.0007056463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01089655,"threshold_uncertainty_score":0.05762714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0787420865930794,"score_gpt":0.4372663318439534,"score_spread":0.358524245250874,"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."}}