{"id":"W4367172190","doi":"10.12968/bjca.2023.0023","title":"Improving maternal cardiovascular outcomes through collaboration between nurses and midwives","year":2023,"lang":"en","type":"article","venue":"British Journal of Cardiac Nursing","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Nursing; Obstetrics; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01978171,0.0008762957,0.000814431,0.0005447945,0.007002718,0.004653663,0.003557475,0.04447353,0.006970658],"category_scores_gemma":[0.1086368,0.0006345813,0.002054818,0.0006339086,0.003959954,0.006026312,0.004649552,0.04781388,0.002339836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00531093,"about_ca_system_score_gemma":0.009533245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186213,"about_ca_topic_score_gemma":0.03896551,"domain_scores_codex":[0.9823299,0.007848931,0.001717954,0.001837991,0.004038917,0.002226427],"domain_scores_gemma":[0.8977123,0.07947023,0.004243643,0.001205974,0.01182435,0.005543534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001063342,0.00003789644,0.001226658,0.0003305495,0.00004130369,0.0009389706,0.004819134,0.0001010492,0.0003512981,0.004036174,0.9768865,0.01112428],"study_design_scores_gemma":[0.0001146799,0.0001754596,0.003043544,0.001863677,0.0001042935,0.0007740674,0.01118536,0.0002387694,0.0008965784,0.006011624,0.9754444,0.0001474094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002010558,0.0008809353,0.0001360688,0.98814,0.01000956,0.000008030068,0.00001475055,0.000007415856,0.0006021435],"genre_scores_gemma":[0.005259704,0.002141872,0.0003536158,0.9698312,0.01940928,0.0000517945,0.00001418139,0.00002628575,0.002912176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04447353,"threshold_uncertainty_score":0.1046169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395467909031474,"score_gpt":0.2974909166011213,"score_spread":0.2835362375108066,"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."}}