{"id":"W2320835359","doi":"10.1097/01.ogx.0000452697.66803.8c","title":"The Price of Performance","year":2014,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; St. Michael's Hospital","funders":"","keywords":"Medicine; Amniocentesis; Prenatal screening; Cell-free fetal DNA; Prenatal diagnosis; Down syndrome; False positive rate; Obstetrics; Pregnancy; Fetus; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009194827,0.0001066274,0.0002811243,0.00002965686,0.0001306236,0.00001439249,0.0002021485,0.000137646,0.00009068945],"category_scores_gemma":[0.06611111,0.0000549285,0.0000774959,0.0005169465,0.0001816225,0.00002592235,0.0001150885,0.0002619993,0.0001005051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003769217,"about_ca_system_score_gemma":0.00003001688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003664112,"about_ca_topic_score_gemma":0.000008046522,"domain_scores_codex":[0.9986091,0.000279673,0.0002947672,0.000187274,0.0003187627,0.0003104206],"domain_scores_gemma":[0.9762404,0.02303491,0.00008667614,0.0002827042,0.0001631591,0.0001921258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001800632,0.00025764,0.8700082,0.00002164836,0.0000218258,0.000005942916,0.00000783885,0.00001905126,0.00005720172,0.001582019,0.001212015,0.1266266],"study_design_scores_gemma":[0.0005023633,0.0009847376,0.9675118,0.00001211798,0.00001389035,0.000004357228,0.000004614606,0.001306419,0.0002308561,0.00006273863,0.02929122,0.0000749079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659545,0.0007314689,0.001194719,0.0003510472,0.0003128987,0.000229746,0.000008853634,0.00007664219,0.03114008],"genre_scores_gemma":[0.9984247,0.0001492173,0.0005609075,0.0002440295,0.00004417514,0.00000858188,0.00001644294,0.000006868723,0.0005450855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265517,"threshold_uncertainty_score":0.9417554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156327364193969,"score_gpt":0.2673270051760293,"score_spread":0.2357637315340896,"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."}}