{"id":"W4317775963","doi":"10.1097/rd9.0000000000000060","title":"Executive Editor-in-Chief’s introduction for This Special Issue","year":2023,"lang":"en","type":"article","venue":"Reproductive and Developmental Medicine","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Vice president; Library science; Christian ministry; Political science; Executive director; Management; Medicine; Medical education; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005947324,0.0001789078,0.0003729253,0.000283409,0.0001072285,0.00000679155,0.00004759805,0.00008435461,0.0003038687],"category_scores_gemma":[0.003435212,0.0001435189,0.00003001834,0.0005465602,0.0002097937,0.0001019641,0.00006966522,0.0001774662,0.0001076534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448702,"about_ca_system_score_gemma":0.00008592205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008870014,"about_ca_topic_score_gemma":0.0000114042,"domain_scores_codex":[0.9984219,0.00002334193,0.0003005362,0.0006627281,0.0002907799,0.0003006961],"domain_scores_gemma":[0.9992795,0.0002209674,0.00005867801,0.0001784972,0.00012695,0.0001354014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007085167,0.00006789272,0.01043575,0.00008970376,0.00005411395,0.0000471389,0.002743935,0.000001083833,0.00221463,0.0002697401,0.9481708,0.03519673],"study_design_scores_gemma":[0.003608462,0.0008871763,0.1433588,0.0002888142,0.0000773181,0.0001922228,0.004828834,0.00003559117,0.01027474,0.001261545,0.834912,0.000274504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.6817123,0.002200853,0.0005378139,0.1625442,0.0335854,0.005988999,0.0000967645,0.0008827062,0.1124509],"genre_scores_gemma":[0.3451931,0.001823885,0.01001293,0.001800346,0.5820901,0.0004765978,0.001504033,0.0001274191,0.05697151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5485048,"threshold_uncertainty_score":0.5852532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908862661465808,"score_gpt":0.2869086211347485,"score_spread":0.2678199945200904,"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."}}