{"id":"W4307815470","doi":"10.1016/j.preghy.2022.10.009","title":"Short communication: Is there any benefit of initiating aspirin before the 11th week of gestation?","year":2022,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto; Mount Sinai Hospital; Université Laval","funders":"Fonds de Recherche du Québec - Santé","keywords":"Aspirin; Medicine; Preeclampsia; Gestation; Placenta; Pregnancy; Obstetrics; Adverse effect; Fetus; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002637073,0.0001445178,0.0003803006,0.00006358742,0.0004140448,0.000004255603,0.0002595393,0.00004702263,0.0001283867],"category_scores_gemma":[0.00007080672,0.0001025449,0.0001332566,0.0002824531,0.0001390452,0.00008379707,0.0003090535,0.0003024683,0.000002396882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002896977,"about_ca_system_score_gemma":0.00004748763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007788189,"about_ca_topic_score_gemma":0.00003170095,"domain_scores_codex":[0.9986396,0.0001205096,0.0004473198,0.0001997926,0.000416468,0.0001763238],"domain_scores_gemma":[0.9985487,0.0001828111,0.0002106926,0.0007812949,0.000241463,0.00003499259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002988194,0.001248831,0.8000051,0.001466202,0.0006725821,0.00006882021,0.02844162,0.0001955586,0.003401692,0.005821603,0.001221203,0.157158],"study_design_scores_gemma":[0.001519481,0.001028542,0.9720833,0.005833678,0.0004570045,0.000196009,0.006831067,0.001127786,0.005524907,0.003556084,0.001625623,0.000216551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201723,0.06545442,0.00004359054,0.004379892,0.0001158019,0.00080549,0.00007579838,0.00005657731,0.008896118],"genre_scores_gemma":[0.9972969,0.001163208,0.000703916,0.0004341519,0.00001880886,0.0001098177,0.00005265797,0.00002288038,0.0001976938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1720782,"threshold_uncertainty_score":0.4181658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05418316095959527,"score_gpt":0.2799292351187851,"score_spread":0.2257460741591898,"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."}}