{"id":"W2054301840","doi":"10.1164/ajrccm.169.12.956","title":"Respiratory Variations in Arterial Pressure","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Respiratory system; Blood pressure; Cardiology; Intensive care medicine; Internal medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006226969,0.0003751117,0.001421029,0.0006170005,0.00007927833,0.00002212615,0.0001852116,0.0004216476,0.0001198877],"category_scores_gemma":[0.0009456183,0.000286744,0.0001677954,0.0003425168,0.001324664,0.00009375949,0.00002713563,0.002978668,0.000002811315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959087,"about_ca_system_score_gemma":0.0008437381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005567925,"about_ca_topic_score_gemma":0.000003214673,"domain_scores_codex":[0.9969249,0.0004000633,0.001037591,0.0003622662,0.0008349563,0.0004402657],"domain_scores_gemma":[0.997754,0.0005317896,0.0003701659,0.0003724931,0.0006180782,0.0003534324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006573766,0.00100642,0.04022588,0.01059649,0.002284409,0.0764594,0.01794947,0.00003485057,0.007847585,0.003293182,0.4144688,0.4192598],"study_design_scores_gemma":[0.004550126,0.01131498,0.005879521,0.003381638,0.0008635591,0.0006307968,0.001398352,0.000002605235,0.00006087934,0.0004390884,0.971113,0.0003654738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1570118,0.0393919,0.001107102,0.7943534,0.00492449,0.0007535698,0.00009143957,0.00008111502,0.002285206],"genre_scores_gemma":[0.5692502,0.0001201551,0.0003130173,0.4113097,0.01885419,0.00001270405,0.00001312507,0.00007406117,0.00005289059],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5566442,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999885621799535,"score_gpt":0.3236827520907306,"score_spread":0.3036838958727353,"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."}}