{"id":"W4385683784","doi":"10.1002/ijgo.15032","title":"The femtech revolution—A new approach to pregnancy management: Digital transformation of maternity care—The hybrid e‐health perinatal clinic addressing the unmet needs of low‐ and middle‐income countries","year":2023,"lang":"en","type":"review","venue":"International Journal of Gynecology & Obstetrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Prenatal care; Health care; Multidisciplinary approach; Pregnancy; Nursing; Family medicine; Environmental health; Population; Economic growth","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":[0.00317614,0.0004133677,0.0003211826,0.0009697307,0.0009237213,0.004301117,0.001166921,0.002179915,0.009345541],"category_scores_gemma":[0.005738931,0.0001911697,0.0006046696,0.000911263,0.001971651,0.005174128,0.003537379,0.003419887,0.001847971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181291,"about_ca_system_score_gemma":0.002999978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015914,"about_ca_topic_score_gemma":0.002644694,"domain_scores_codex":[0.9983296,0.0009263806,0.00008786932,0.0001084839,0.0003800091,0.0001677229],"domain_scores_gemma":[0.9972492,0.001486739,0.0001696193,0.0001796697,0.0003128277,0.0006019529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006894945,0.00009426043,0.00119143,0.002636166,0.00004103624,0.0004429749,0.002142032,0.0002017106,0.001150066,0.07028724,0.1620601,0.7596841],"study_design_scores_gemma":[0.00001586963,0.00008591535,0.001349604,0.002253309,0.00002170479,0.0007667841,0.001415773,0.0001508816,0.0005349132,0.00825167,0.9851317,0.0000218359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.015366,0.464219,0.02216299,0.299045,0.02318625,0.0002326211,0.0004422118,0.001525413,0.1738205],"genre_scores_gemma":[0.1749509,0.6066949,0.05488152,0.1067013,0.01399155,0.000360673,0.0005518877,0.0003741324,0.04149308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009345541,"threshold_uncertainty_score":0.03126389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921005669382121,"score_gpt":0.3621309203923575,"score_spread":0.2929208636985363,"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."}}