{"id":"W4229043437","doi":"10.14814/phy2.15267","title":"The effect of non‐oral hormonal contraceptives on hypertension and blood pressure: A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Physiological Reports","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Kidney Disease Network; Libin Cardiovascular Institute of Alberta; University of Victoria; University of Calgary","funders":"","keywords":"Medicine; Vaginal ring; Blood pressure; Hormone; Meta-analysis; Hormonal contraception; Relative risk; Population; Incidence (geometry); Gynecology; Confidence interval; Obstetrics; Internal medicine; Family planning; Research methodology","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":[0.002302146,0.0004344466,0.008441987,0.00008067834,0.0001854271,0.00001357268,0.00007172439,0.0001516442,0.00008554745],"category_scores_gemma":[0.002514473,0.0001708934,0.001470027,0.0003428564,0.0001855267,0.00002804556,0.00009790056,0.0004980502,9.268353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224716,"about_ca_system_score_gemma":0.00005268768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001157373,"about_ca_topic_score_gemma":3.315828e-7,"domain_scores_codex":[0.995926,0.001366758,0.001224404,0.0008191493,0.0004187106,0.0002449694],"domain_scores_gemma":[0.9959751,0.001589968,0.001427316,0.0007756716,0.00008311011,0.0001488424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001064433,0.0001341569,0.000005241396,0.8886892,0.09479026,0.0002103269,0.000005326025,4.803663e-7,0.00002177113,0.000009658784,0.000124479,0.01590273],"study_design_scores_gemma":[0.0001490744,0.002200361,0.000376917,0.01140942,0.9697882,0.0007690584,0.000003036798,0.000004706074,0.000001758137,0.00001977781,0.01511461,0.0001630587],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002644187,0.9935969,0.00000119557,0.0001152697,0.00003189054,0.005911938,0.00001308964,0.00001976403,0.00004550775],"genre_scores_gemma":[0.006524844,0.991253,0.000008872787,0.0001496807,0.0000478532,0.001753859,0.00005890967,0.00001643051,0.0001865118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8772797,"threshold_uncertainty_score":0.6968831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07716915386221747,"score_gpt":0.3639970100763142,"score_spread":0.2868278562140967,"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."}}