{"id":"W4385633744","doi":"10.14740/jcgo880","title":"Screening for Thyroid Disorder in First Trimester of Pregnancy: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Second trimester; Cross-sectional study; Obstetrics; First trimester; Pregnancy; Thyroid disorder; Gynecology; Thyroid; Gestation; Endocrinology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00203021,0.0001091585,0.000792119,0.0003317127,0.00009087504,0.000008537878,0.0001030738,0.0002445715,0.00001313546],"category_scores_gemma":[0.02255812,0.00008187199,0.0002634115,0.0004958332,0.0001704595,0.00009680285,0.0000828757,0.0004963995,0.000001417448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391814,"about_ca_system_score_gemma":0.0001306723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003126111,"about_ca_topic_score_gemma":0.00004399773,"domain_scores_codex":[0.9976739,0.0001361929,0.001597882,0.0001816331,0.0002049079,0.0002054875],"domain_scores_gemma":[0.9801128,0.01886021,0.000574124,0.0001196668,0.0002468423,0.00008637759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008145589,0.0007560583,0.9866973,0.0001257763,0.000224391,0.0001034281,0.000315712,0.00006021051,0.000001354488,0.00003628268,0.0001715269,0.01069338],"study_design_scores_gemma":[0.01228341,0.004513473,0.9798589,0.0002084984,0.0001126284,0.00002424696,0.0002846353,0.0001491154,0.000004111433,0.0005028086,0.001987395,0.00007076443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910482,0.00641252,0.0002524966,0.0004261427,0.001172663,0.0004993225,0.000007815379,0.000009288313,0.0001715475],"genre_scores_gemma":[0.9966334,0.002109015,0.0006093816,0.00009681778,0.0001224399,0.00001680267,0.000002092875,0.00001017824,0.0003998393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052791,"threshold_uncertainty_score":0.9856753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118648656479265,"score_gpt":0.4248890792772315,"score_spread":0.3062404227979664,"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."}}