{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005745626,0.0001310205,0.0004124986,0.0008113339,0.00003226096,0.00001265441,0.00006966002,0.0002021065,0.00003453841],"category_scores_gemma":[0.007817549,0.0001117683,0.00002471058,0.0008341997,0.000245016,0.00008595392,0.0001337161,0.0003433549,0.000005822574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395912,"about_ca_system_score_gemma":0.0003434973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010219,"about_ca_topic_score_gemma":0.00003323685,"domain_scores_codex":[0.9985064,0.0001046152,0.0004021705,0.0003322157,0.0002902522,0.0003644044],"domain_scores_gemma":[0.997943,0.001067132,0.0001069974,0.0002060019,0.0002841211,0.0003926754],"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":[0.0007629429,0.0004266255,0.1308133,0.000596777,0.00003069355,0.0008719607,0.000466773,0.00001119608,0.002209885,0.0003827408,0.0001543029,0.8632728],"study_design_scores_gemma":[0.02375779,0.02709141,0.852147,0.0002158353,0.00008500267,0.0007683997,0.001175301,0.004473904,0.003133724,0.0005471753,0.08586527,0.0007391863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849539,0.01332824,0.0000190128,0.0004242429,0.0002301074,0.0003035693,0.00001440818,0.00001396216,0.0007125596],"genre_scores_gemma":[0.9965828,0.001326257,0.001342457,0.000146928,0.00002020879,0.00002661189,0.00001560114,0.00001770529,0.0005214305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8625336,"threshold_uncertainty_score":0.9358901,"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."}}