{"id":"W4388831572","doi":"10.1503/cmaj.230620","title":"Screening for preeclampsia risk and prophylaxis with acetylsalicylic acid","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Alberta","funders":"","keywords":"Preeclampsia; Medicine; Gestation; Pregnancy; Obstetrics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004703785,0.0001689889,0.0003872965,0.001027522,0.0004663499,0.0003302507,0.0002919314,0.0005527681,0.005908766],"category_scores_gemma":[0.002863475,0.0001123924,0.000264443,0.0008823335,0.0001346495,0.000336404,0.0001697307,0.000778261,0.000496227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133954,"about_ca_system_score_gemma":0.001304554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793995,"about_ca_topic_score_gemma":0.02220748,"domain_scores_codex":[0.9994302,0.0001694187,0.00006591274,0.00005180803,0.0001846248,0.00009794696],"domain_scores_gemma":[0.9994123,0.0001644614,0.0001668311,0.00001679873,0.00008482434,0.0001548575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006938922,0.0005935438,0.8450389,0.0003203671,0.0001151448,0.001112242,0.0001465841,0.0001057265,0.0005857402,0.0007065429,0.02231479,0.1282666],"study_design_scores_gemma":[0.0001071776,0.0008563718,0.9821358,0.001095681,0.0001294326,0.003653403,0.000295505,0.0004060479,0.0003896153,0.0007899976,0.01011268,0.00002817023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7767283,0.07829067,0.001933789,0.02833607,0.00107408,0.0005988416,0.005977863,0.0002886671,0.1067717],"genre_scores_gemma":[0.9732352,0.0157546,0.002367151,0.002444689,0.0004505279,0.0001296995,0.001208221,0.00001383012,0.004396183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793995,"threshold_uncertainty_score":0.03567106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534869183424972,"score_gpt":0.2551627992279892,"score_spread":0.2398141073937395,"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."}}