{"id":"W1978681064","doi":"10.1067/s0002-9378(03)00769-5","title":"Unexplained elevated maternal serum α-fetoprotein and/or human chorionic gonadotropin and the risk of adverse outcomes","year":2003,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstetrics; Preeclampsia; Human chorionic gonadotropin; Gynecology; Relative risk; Confounding; Pregnancy; Logistic regression; Risk factor; Confidence interval; Endocrinology; Internal medicine; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004650558,0.000128167,0.0006021257,0.0001737474,0.0001025079,0.000008163408,0.0000696398,0.00005427019,0.00003588292],"category_scores_gemma":[0.009776806,0.00007017617,0.00006918489,0.0002368672,0.0006001712,0.00004163061,0.00004218973,0.0002936932,5.26203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068162,"about_ca_system_score_gemma":0.0000771083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058002,"about_ca_topic_score_gemma":0.00002460653,"domain_scores_codex":[0.9988707,0.0002193959,0.0004434348,0.0001163956,0.0001586146,0.0001915067],"domain_scores_gemma":[0.9948958,0.004036416,0.0006414235,0.0001204751,0.0001412405,0.0001646017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003183291,0.00007038442,0.9587147,0.00002664819,0.0002674651,0.000178017,0.0001847592,0.00001042475,0.0001056358,0.00209274,0.00001959009,0.03801128],"study_design_scores_gemma":[0.008073497,0.003179765,0.9850644,0.00004737851,0.0002945224,0.0004767393,0.0007181133,0.00008854066,0.0002488673,0.0004697916,0.001240466,0.00009791346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974673,0.001469782,0.000128428,0.0005067624,0.0001703559,0.0001436159,0.00001234766,0.000004700273,0.00009671352],"genre_scores_gemma":[0.9958549,0.002502604,0.001271217,0.0002164522,0.00001682652,0.000002181669,9.044759e-7,0.00000994664,0.0001249464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03791337,"threshold_uncertainty_score":0.9985642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009157378058982684,"score_gpt":0.2538570903735046,"score_spread":0.2446997123145219,"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."}}