{"id":"W4391068285","doi":"10.1016/j.ajog.2023.11.1033","title":"1006 The impact of screening for preeclampsia and preterm birth in nulliparous women: the PREVENTION-pilot study","year":2024,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Preeclampsia; Gynecology; Aspirin; Cervix; Internal medicine","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":[0.005654981,0.0008793946,0.001040076,0.0006060841,0.0010863,0.0009027313,0.0008376565,0.001524868,0.002169837],"category_scores_gemma":[0.01332877,0.001113589,0.001555442,0.0008727808,0.0008676564,0.00121471,0.001237066,0.001780379,0.0003018015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006222219,"about_ca_system_score_gemma":0.003131249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244856,"about_ca_topic_score_gemma":0.01055529,"domain_scores_codex":[0.9963878,0.002608505,0.0001582264,0.0002621082,0.0002791556,0.0003042414],"domain_scores_gemma":[0.9940411,0.002989482,0.0007618281,0.0006955187,0.0003184664,0.001193427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09588016,0.02950844,0.8350355,0.0005124146,0.002882821,0.001049672,0.001516152,0.0002726968,0.001685332,0.0006311572,0.001368336,0.02965725],"study_design_scores_gemma":[0.01867788,0.08132299,0.8922167,0.0001404425,0.003170656,0.000435282,0.001331002,0.0002778712,0.0005344755,0.0003517083,0.001482838,0.00005806561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970504,0.000794424,0.00008398094,0.0003737117,0.0000676916,0.0002460255,0.0002562279,0.00000419835,0.001123351],"genre_scores_gemma":[0.9972785,0.0007533787,0.0002775165,0.0002936186,0.00007917113,0.0002712063,0.000313785,0.000004136518,0.0007285873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244856,"threshold_uncertainty_score":0.02990675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310031905014858,"score_gpt":0.3242268337591711,"score_spread":0.2932236432576853,"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."}}