{"id":"W2963545438","doi":"10.1097/ogx.0000000000000692","title":"Diagnosis and Management of Vasa Previa: A Comparison of 4 National Guidelines","year":2019,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Prenatal diagnosis; Pregnancy; Fetus","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":[0.0004325651,0.0001081281,0.0005559871,0.00006922508,0.0000185418,0.000003982746,0.00008774496,0.0001226616,0.0007290934],"category_scores_gemma":[0.001556056,0.00007105598,0.00007598192,0.0003564852,0.00006152217,0.00002426167,0.0001211407,0.0001179716,0.00003695707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457271,"about_ca_system_score_gemma":0.00002015126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170123,"about_ca_topic_score_gemma":0.00001085214,"domain_scores_codex":[0.9983894,0.0001306345,0.0006190863,0.0002281546,0.0004689423,0.0001638193],"domain_scores_gemma":[0.997337,0.001806741,0.0001587798,0.0001182224,0.0004494389,0.0001297711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148669,0.0004697646,0.9716439,0.0008927656,0.00005121563,0.000007067199,0.00001268837,0.000004574988,0.00002428406,0.000592706,0.0005973639,0.02558887],"study_design_scores_gemma":[0.0007181783,0.0007372916,0.9951616,0.0001292784,0.00002137772,0.000001849605,0.00003267512,0.000262878,0.0001269894,0.0001330895,0.002605071,0.00006975349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929021,0.003291636,0.00001610347,0.0003223403,0.0001497541,0.0005309655,0.0000430273,0.00001521033,0.002728856],"genre_scores_gemma":[0.9968837,0.0009651567,0.001246136,0.0001767652,0.00001508634,0.00002350746,0.00003111912,0.000005404976,0.0006530916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02551911,"threshold_uncertainty_score":0.7983062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2057999166832468,"score_gpt":0.4289756781288107,"score_spread":0.2231757614455638,"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."}}