{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006544348,0.0000792263,0.0004673424,0.00003169857,0.0001213937,0.000005121992,0.00003959439,0.00004457297,0.000007607578],"category_scores_gemma":[0.0005283557,0.00005646862,0.00002547156,0.00001170554,0.0002017582,0.00005883423,0.00006496775,0.00008241936,3.967045e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003356096,"about_ca_system_score_gemma":0.00001022991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000122522,"about_ca_topic_score_gemma":0.00002721806,"domain_scores_codex":[0.9994422,0.00001809156,0.0001755372,0.0001089314,0.0001846619,0.00007054549],"domain_scores_gemma":[0.9992331,0.0002429577,0.0002056695,0.0002067434,0.00007261048,0.00003891118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007846272,0.0004188589,0.993544,0.0002313262,0.0003374783,7.195689e-7,0.001420865,1.921119e-7,0.003370685,0.0001122758,0.00001770346,0.0004673749],"study_design_scores_gemma":[0.0008448413,0.0001515592,0.9820203,0.0003796658,0.0004110847,7.390423e-7,0.0001675114,0.0001675019,0.01550752,0.0002949678,0.000004098766,0.00005025501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975819,0.00151097,0.000009101561,0.0002301231,0.00001494283,0.0001527825,0.00003429815,0.000009099464,0.0004567775],"genre_scores_gemma":[0.9977012,0.0006579085,0.001557139,0.00001029723,0.00001011335,0.000003067985,0.000006624551,0.000005527172,0.00004806811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213684,"threshold_uncertainty_score":0.2302723,"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."}}