{"id":"W4319297472","doi":"10.1186/s12884-023-05381-3","title":"Impact of free maternity services on outcomes related to hypertensive disorders of pregnancy at Moi Teaching and Referral Hospital in Kenya: a retrospective analysis","year":2023,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canada Research Chairs; University of Toronto","funders":"","keywords":"Medicine; Referral; Reproductive medicine; Pregnancy; Eclampsia; Gestational hypertension; Retrospective cohort study; Preeclampsia; Obstetrics; HELLP syndrome; Gestational age; Pediatrics; Family medicine; Surgery","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":[0.001225447,0.000321454,0.0003972623,0.001526834,0.001016021,0.0007432228,0.0006571409,0.0004772696,0.001112084],"category_scores_gemma":[0.003592764,0.0005619271,0.0005790634,0.002374432,0.0005203352,0.0005988554,0.0009641879,0.0007157067,0.0001445942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980589,"about_ca_system_score_gemma":0.001996142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03890617,"about_ca_topic_score_gemma":0.05328877,"domain_scores_codex":[0.9983289,0.0003771111,0.0003578795,0.0002457295,0.0003208299,0.0003695407],"domain_scores_gemma":[0.9954647,0.0006318106,0.002823074,0.0001800083,0.0004118154,0.0004886057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005700555,0.00002498989,0.999144,0.00003000892,0.00003078276,0.0001328894,0.0001167674,0.00001532506,0.0000435489,0.000007125589,0.00005515554,0.0003424784],"study_design_scores_gemma":[0.00000403654,0.00008532072,0.9988445,0.00003096341,0.00002597823,0.0002703183,0.0005589626,0.0000428761,0.00003160334,0.000003247054,0.00009785837,0.000004372469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998317,0.0003758391,0.00002172952,0.00003305608,0.000003153005,0.00004334347,0.0008509028,0.000001352545,0.0003536946],"genre_scores_gemma":[0.9987916,0.0003667044,0.00005693737,0.00003770009,0.000005844192,0.00004082358,0.0006386278,0.000001453364,0.00006027618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03890617,"threshold_uncertainty_score":0.07735938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116553551867543,"score_gpt":0.2746009266847121,"score_spread":0.2629455714979578,"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."}}