{"id":"W2239006191","doi":"10.1186/s12913-016-1260-6","title":"Factors associated with utilization of maternal serum screening for Down syndrome in mainland China: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"Fudan University; Ministry of Science and Technology of the People's Republic of China","keywords":"Medicine; Nursing research; Cross-sectional study; Health administration; Health informatics; Public health; Mainland China; Environmental health; China; Family medicine; Pediatrics; Nursing; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008518606,0.000301687,0.0002641487,0.0008184727,0.0004743385,0.0003724546,0.0002556864,0.0003580159,0.0007605521],"category_scores_gemma":[0.001282166,0.0003801597,0.000399983,0.001033588,0.0002811792,0.0003361675,0.0003163916,0.0003597128,0.00007408041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007305754,"about_ca_system_score_gemma":0.0009533091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04158172,"about_ca_topic_score_gemma":0.04394034,"domain_scores_codex":[0.9996038,0.00008856588,0.0000611489,0.0000762073,0.00008757263,0.00008270709],"domain_scores_gemma":[0.9990422,0.000159804,0.0003945553,0.00006467362,0.000116321,0.000222426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000779825,0.00001640481,0.9994439,0.000004542631,0.00001314335,0.00003532948,0.0001078738,0.00001036958,0.00005991663,0.000005416422,0.00002370968,0.0002715736],"study_design_scores_gemma":[9.5543e-7,0.00003329232,0.9995679,0.000002809837,0.000008233114,0.00004244716,0.000200221,0.00009244357,0.0000144187,0.000003430185,0.00003261963,0.000001273646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996791,0.00005817261,0.0000174045,0.00002733486,0.000001772506,0.000006694743,0.00009467044,7.767655e-7,0.0001141833],"genre_scores_gemma":[0.9996191,0.00007332168,0.00004862211,0.00002350707,0.000003012157,0.00001017739,0.0001328201,4.550984e-7,0.00008883921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04158172,"threshold_uncertainty_score":0.08267939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2227817054060191,"score_gpt":0.4650634491992395,"score_spread":0.2422817437932204,"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."}}