{"id":"W4315929333","doi":"10.1093/ajh/hpac132","title":"Alterations in Vessel Hemodynamics Across Uncomplicated Pregnancy","year":2023,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Pregnancy; Cardiology; Internal medicine; Hemodynamics; Preeclampsia; Cardiac output; Blood pressure; Stroke volume; Arterial stiffness; Obstetrics; Heart rate","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":[0.0001808838,0.0001105586,0.0004554856,0.0001632057,0.00008835898,0.00001020966,0.00008959555,0.00002925831,0.0000037755],"category_scores_gemma":[0.0001348808,0.00008381419,0.0001011798,0.0008301185,0.0001574942,0.0001215378,0.00005066592,0.0002588147,0.00002066421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000042462,"about_ca_system_score_gemma":0.00006447943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003505381,"about_ca_topic_score_gemma":0.00001742561,"domain_scores_codex":[0.998965,0.00005362609,0.0003931896,0.0001299456,0.0002111623,0.0002470349],"domain_scores_gemma":[0.9992058,0.0001219474,0.0002130476,0.0001715373,0.0001986457,0.00008908065],"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":[0.002260421,0.00140417,0.3041762,0.0002903798,0.000760246,0.008172694,0.01277103,0.00238625,0.09887755,0.0005266716,0.009209723,0.5591647],"study_design_scores_gemma":[0.004403812,0.002281936,0.9662742,0.005202101,0.0001656301,0.003508138,0.005388509,0.007455788,0.001420351,0.001266578,0.002263793,0.0003691406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926488,0.001072992,0.0002375189,0.005424362,0.0001574095,0.000119752,0.000004283816,0.00003694868,0.0002978794],"genre_scores_gemma":[0.9971274,0.001362692,0.0008339617,0.0004845921,0.00005542945,0.000004643253,0.000008634111,0.00001600273,0.0001066867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620981,"threshold_uncertainty_score":0.3417844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128011731218027,"score_gpt":0.3076567966672241,"score_spread":0.2663766793550438,"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."}}