{"id":"W2145681972","doi":"10.1016/j.ccc.2007.07.004","title":"Invasive Intravascular Hemodynamic Monitoring: Technical Issues","year":2007,"lang":"en","type":"article","venue":"Critical Care Clinics","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"","keywords":"Medicine; Hemodynamics; Key (lock); Waveform; Risk analysis (engineering); Intensive care medicine; Computer science; Cardiology; Computer security; Telecommunications","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":[0.0006465801,0.0002392644,0.0004793864,0.0001097178,0.0001184018,0.00003332424,0.000180752,0.0004277666,0.00004366311],"category_scores_gemma":[0.002628357,0.0002221082,0.0002731112,0.0002167463,0.0003270062,0.00006206299,0.00006834653,0.0007712943,0.0001003075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314928,"about_ca_system_score_gemma":0.0001803224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001803425,"about_ca_topic_score_gemma":0.000006741652,"domain_scores_codex":[0.9978285,0.00004927604,0.00056448,0.0004706973,0.0004957385,0.0005912831],"domain_scores_gemma":[0.9973692,0.0009766659,0.00003406548,0.0006422609,0.0004785163,0.0004993443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001778002,0.002354308,0.434235,0.003647165,0.0004513062,0.006229179,0.003358201,0.00001902345,0.05078733,0.03680627,0.0007330577,0.4596011],"study_design_scores_gemma":[0.01602534,0.01147502,0.5722087,0.005307527,0.002525393,0.002283558,0.03351848,0.001059987,0.1995374,0.0236135,0.1275075,0.004937592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802235,0.004834348,0.006394765,0.001356401,0.002090062,0.0003457554,0.0000085987,0.0004146036,0.004332019],"genre_scores_gemma":[0.9874501,0.0003977354,0.009550568,0.0002925703,0.002040471,0.00001205027,0.00002232068,0.00005798825,0.00017623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4546635,"threshold_uncertainty_score":0.9057308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430511738454851,"score_gpt":0.4150219418841348,"score_spread":0.3807168244995863,"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."}}