{"id":"W2609045225","doi":"10.1371/journal.pone.0175914","title":"Comparison of risk factors and outcomes of gestational hypertension and pre-eclampsia","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational hypertension; Gestational diabetes; Obstetrics; Birth weight; Gestational age; Eclampsia; Overweight; Pregnancy; Risk factor; Preeclampsia; Gestation; Obesity; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002541093,0.0002765911,0.000616131,0.001006684,0.0002424299,0.000587314,0.000729399,0.000536071,0.0007689034],"category_scores_gemma":[0.007638884,0.000197997,0.0009967752,0.001228421,0.0004702729,0.0004990023,0.0006655079,0.000588406,0.00007000061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008024682,"about_ca_system_score_gemma":0.000996471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01744637,"about_ca_topic_score_gemma":0.01694559,"domain_scores_codex":[0.9979863,0.0007916173,0.0002343406,0.0003777524,0.0003851767,0.0002247618],"domain_scores_gemma":[0.9945622,0.002090799,0.001970209,0.0004349038,0.0003577718,0.0005840379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000657104,0.00001938097,0.9965417,0.00008548268,0.0006751421,0.00006078296,0.00005681068,0.00008164637,0.00008567464,0.00003742223,0.00004090078,0.001658006],"study_design_scores_gemma":[0.0000231686,0.0001719632,0.9988484,0.00002983994,0.0003171371,0.000124151,0.000105534,0.0001681514,0.00004214982,0.00006404888,0.0001006159,0.000004779862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931384,0.005352875,0.0002290803,0.0001377366,0.00002965776,0.00002063457,0.0006663759,0.000004986162,0.0004201958],"genre_scores_gemma":[0.9988011,0.0006406103,0.00009441048,0.00001912485,0.00001570926,0.000009901453,0.0003644892,0.000001364428,0.00005323063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744637,"threshold_uncertainty_score":0.03468966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002113391381956,"score_gpt":0.3179549462186123,"score_spread":0.2177436070804167,"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."}}