{"id":"W2593802149","doi":"10.2196/mhealth.6552","title":"Remote Monitoring of Hypertension Diseases in Pregnancy: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Preeclampsia; Prenatal care; Gestational age; Obstetrics; Univariate analysis; Pregnancy; Gestational hypertension; Pediatrics; Chi-square test; Mann–Whitney U test; Multivariate analysis; Gynecology; Internal medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002427548,0.0004626106,0.0004651997,0.0006172312,0.000681027,0.0003790857,0.0003617328,0.0005287056,0.00140152],"category_scores_gemma":[0.004615525,0.0002954001,0.0005154421,0.0004888053,0.0005680505,0.0005737061,0.0006391841,0.0006002757,0.000278075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867975,"about_ca_system_score_gemma":0.001016387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004094129,"about_ca_topic_score_gemma":0.003135473,"domain_scores_codex":[0.9987,0.0008007169,0.00006877625,0.0001435172,0.0001231002,0.0001637458],"domain_scores_gemma":[0.9967495,0.001413964,0.0005175056,0.0003486545,0.000251357,0.0007191058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006191697,0.01970375,0.9372163,0.0001679186,0.00009100996,0.003763519,0.00304835,0.0001804634,0.003108114,0.00006635332,0.0002026167,0.02625993],"study_design_scores_gemma":[0.001461917,0.1233015,0.8656199,0.00006225034,0.0001311842,0.003875068,0.003276826,0.0007944135,0.0007095949,0.00007256123,0.0006524878,0.00004242376],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994032,0.00008235877,0.0001071158,0.00002187491,0.000003480898,0.0001473423,0.00003341329,0.000002913819,0.0001982726],"genre_scores_gemma":[0.998723,0.0002562687,0.000504575,0.00007592073,0.000027163,0.000200645,0.0001024251,0.000001758021,0.0001083688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004094129,"threshold_uncertainty_score":0.01283824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589646405329208,"score_gpt":0.402919724972391,"score_spread":0.2439550844394702,"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."}}