{"id":"W4415278685","doi":"10.1016/j.preghy.2025.101263","title":"In-vitro fertilization, twin pregnancy and HELLP syndrome: A population-based study","year":2025,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"Canadian Institutes of Health Research; BC Children's Hospital","keywords":"HELLP syndrome; Twin Pregnancy; Singleton; Pregnancy; Prenatal care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008934094,0.0003192806,0.0004943035,0.0007798594,0.0006868189,0.0007380417,0.0005289423,0.0006822271,0.001018452],"category_scores_gemma":[0.002685278,0.0004346496,0.0004468366,0.00210113,0.0003768401,0.0004250274,0.0004159529,0.0007697971,0.0001296799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644002,"about_ca_system_score_gemma":0.000790801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03910603,"about_ca_topic_score_gemma":0.03931954,"domain_scores_codex":[0.9992253,0.000181279,0.00007911852,0.0001963367,0.0002248956,0.00009309353],"domain_scores_gemma":[0.9984403,0.0002378383,0.0006483904,0.0001319893,0.000198576,0.0003429193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005272698,0.00002132704,0.9992798,0.00001074853,0.00007448478,0.00007308098,0.00006921788,0.00001343922,0.00005478918,0.000008715152,0.00004600214,0.0002957421],"study_design_scores_gemma":[0.00001122649,0.00006180067,0.9991426,0.00000952282,0.00007577559,0.0003534875,0.0001573894,0.00007559183,0.00001032507,0.00001387391,0.00008477922,0.000003609959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988227,0.0004973226,0.0000444666,0.00003593684,0.000005668799,0.00001112741,0.0003022033,0.000001533626,0.0002789101],"genre_scores_gemma":[0.9993393,0.0002680529,0.00004435542,0.00002603709,0.000008636604,0.000008950549,0.0002333987,9.138863e-7,0.00007036111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03910603,"threshold_uncertainty_score":0.07775682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223976656376796,"score_gpt":0.2750549705065097,"score_spread":0.2526573048688301,"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."}}