{"id":"W1990602533","doi":"10.1007/bf03016487","title":"Hypotension during cesarean delivery: Role of impedance cardiography","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Anesthesia; Hemodynamics; Impedance cardiography; Blood pressure; Stroke volume; Cardiac index; Vascular resistance; Bolus (digestion); Heart rate; Phenylephrine; Fentanyl; Cardiac output; Surgery; 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"],"consensus_categories":[],"category_scores_codex":[0.0006616065,0.0003277491,0.0009169754,0.001361156,0.0005289513,0.00003936618,0.0003847133,0.0002120749,0.00005125571],"category_scores_gemma":[0.00009428316,0.0002921075,0.000644515,0.0006318917,0.0003052065,0.0002708758,0.000006061121,0.0008644121,0.000004926972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005700629,"about_ca_system_score_gemma":0.003968383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035254,"about_ca_topic_score_gemma":0.001222475,"domain_scores_codex":[0.9972517,0.0001173057,0.000936255,0.0002185374,0.0006572109,0.0008189554],"domain_scores_gemma":[0.9951471,0.00004973505,0.000685108,0.0003398161,0.001108788,0.002669424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005180913,0.00006334446,0.1774551,0.00008152507,0.000428285,0.8057439,0.003249982,0.000353692,0.005848943,0.00004713229,0.0005821675,0.005627847],"study_design_scores_gemma":[0.001368987,0.0008246553,0.1222492,0.0004211315,0.0001409868,0.8685559,0.0006027211,0.00003657479,0.00219055,0.00008804216,0.003280159,0.0002411343],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932808,0.00504194,0.000004868789,0.0007412477,0.0002834187,0.0001268525,0.000005031017,0.00001104722,0.0005047657],"genre_scores_gemma":[0.9972743,0.00098188,0.0005109534,0.00003686914,0.0009458452,0.000001089676,0.00000263783,0.00006384899,0.0001825549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.062812,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008946245497644488,"score_gpt":0.2021415539811267,"score_spread":0.1931953084834822,"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."}}