{"id":"W2055321460","doi":"10.1097/aog.0000000000000629","title":"Trends in Optimal, Suboptimal, and Questionably Appropriate Receipt of Antenatal Corticosteroid Prophylaxis","year":2015,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestation; Betamethasone; Odds ratio; Population; Pregnancy; Corticosteroid; Obstetrics; Dexamethasone; Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009876305,0.0001322233,0.0002842894,0.0008452777,0.000310385,0.0006344362,0.0006993172,0.0003743455,0.0009395051],"category_scores_gemma":[0.006542153,0.0002024923,0.0003411709,0.001623048,0.0003808727,0.0003553497,0.0004030266,0.0005407293,0.0001355073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004005028,"about_ca_system_score_gemma":0.003681052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5713412,"about_ca_topic_score_gemma":0.6179976,"domain_scores_codex":[0.9986047,0.0001849772,0.0001832507,0.0003592762,0.0003698491,0.0002979827],"domain_scores_gemma":[0.9931523,0.0005811855,0.004015241,0.000209979,0.001552075,0.0004891441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000298688,0.000004410642,0.9985832,0.00002091021,0.00002964631,0.00001650531,0.00007795313,0.00005244923,0.00006940817,0.00001968582,0.0002206824,0.000875262],"study_design_scores_gemma":[0.000001076903,0.000009836099,0.9996073,0.00001231428,0.000006500521,0.00004163292,0.0001122456,0.00005927347,0.00002033179,0.0000036116,0.0001240528,0.000001955995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895648,0.001446634,0.0001423881,0.0003812395,0.0000110605,0.00001928484,0.00733812,0.00001111778,0.001085333],"genre_scores_gemma":[0.9983039,0.0003448244,0.0001045643,0.00005719364,0.00000564116,0.000008812364,0.001041311,0.00000200538,0.0001316949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5713412,"threshold_uncertainty_score":0.8623665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087219641165511,"score_gpt":0.3389493948279955,"score_spread":0.2880771984163403,"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."}}