{"id":"W4284966572","doi":"10.1097/rd9.0000000000000011","title":"Year-end academic review of 2021: Advances in the field of birth defect prevention and control in China as of 2021","year":2022,"lang":"en","type":"article","venue":"Reproductive and Developmental Medicine","topic":"Medical and Agricultural Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Christian ministry; Political science; Medicine; Library science; Family medicine; 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":[0.002338271,0.00004701732,0.000237614,0.00004280895,0.00006862753,6.491044e-7,0.00007780731,0.0000151594,0.0003981378],"category_scores_gemma":[0.003667849,0.00002477303,0.00001703132,0.0004084189,0.0002910325,0.00006426318,0.00006382449,0.0001666513,1.982884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002030395,"about_ca_system_score_gemma":0.0000694074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006749243,"about_ca_topic_score_gemma":0.0001347872,"domain_scores_codex":[0.9987571,0.0003035706,0.000246587,0.0001561265,0.0004439047,0.00009272946],"domain_scores_gemma":[0.9994041,0.0003969347,0.00009918041,0.00004007592,0.00003571105,0.0000239811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004759502,0.0003025951,0.2770337,0.004082989,0.0001106803,0.00002008158,0.07156473,6.84468e-7,0.008080751,0.005391169,0.005704718,0.6272319],"study_design_scores_gemma":[0.002468162,0.001820293,0.7636266,0.008931685,0.00005539726,0.00001419424,0.1470364,0.000001025467,0.001935154,0.01209867,0.06180074,0.0002116835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8079125,0.1648917,0.000002671093,0.02037122,0.00005657851,0.0006116393,0.000004420556,0.000001083416,0.006148201],"genre_scores_gemma":[0.8350667,0.1644957,0.00001484459,0.0001310524,0.00004993639,0.00002961454,0.000002099049,7.236612e-7,0.0002093093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6270202,"threshold_uncertainty_score":0.4391022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729712333287566,"score_gpt":0.3707597485850627,"score_spread":0.3534626252521871,"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."}}