{"id":"W4206980763","doi":"10.1001/jama.2021.22749","title":"Aspirin Use for Preeclampsia Prevention Among Women With Prepregnancy Diabetes, Obesity, and Hypertension","year":2022,"lang":"en","type":"article","venue":"JAMA","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Aspirin; Preeclampsia; Diabetes mellitus; Obesity; Obstetrics; Pregnancy; Internal medicine; Endocrinology","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":[0.001145148,0.0002292135,0.0003964274,0.001137585,0.000257923,0.0005731816,0.0003922523,0.0003594394,0.0009575603],"category_scores_gemma":[0.005683708,0.0003960125,0.001394222,0.002016058,0.0001221401,0.0005308391,0.0005140814,0.0006764302,0.0001544968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486048,"about_ca_system_score_gemma":0.0008789146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022026,"about_ca_topic_score_gemma":0.04028157,"domain_scores_codex":[0.998804,0.0004961182,0.0002352616,0.0001334563,0.0002376904,0.00009349325],"domain_scores_gemma":[0.9977618,0.0007398048,0.001005974,0.0001405664,0.0001774013,0.0001744615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001172849,0.00008219366,0.9837334,0.0003591774,0.002061868,0.00005708177,0.00009786539,0.0001001289,0.0001164889,0.0001637008,0.002381128,0.009674105],"study_design_scores_gemma":[0.0001787704,0.0001866883,0.9950264,0.0001653656,0.001448649,0.0001432325,0.0001169667,0.0002014476,0.00009953422,0.00006633546,0.002358594,0.000008053969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566925,0.02042767,0.0004010248,0.0009379159,0.0001698671,0.0001289537,0.01497586,0.00002141704,0.006244882],"genre_scores_gemma":[0.9863375,0.006944335,0.0003993337,0.0003263534,0.0001321121,0.0001377352,0.004824462,0.000007842657,0.000890365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.022026,"threshold_uncertainty_score":0.04379559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523962009834254,"score_gpt":0.2403584121161997,"score_spread":0.2151187920178571,"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."}}