{"id":"W2082035203","doi":"10.1097/01.ogx.0000259226.62431.78","title":"Single Versus Repeat Courses of Antenatal Steroids to Improve Neonatal Outcomes: Risks and Benefits","year":2007,"lang":"en","type":"review","venue":"Obstetrical & Gynecological Survey","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Obstetrics; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002461934,0.000914585,0.004686677,0.0009141395,0.0001471225,0.00006079745,0.0006493689,0.001487587,0.0002748139],"category_scores_gemma":[0.07809975,0.0006075277,0.0006701392,0.002313516,0.0004760386,0.0000988004,0.001021476,0.001930062,0.0001975244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018285,"about_ca_system_score_gemma":0.0007369487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258823,"about_ca_topic_score_gemma":0.0001756314,"domain_scores_codex":[0.9921588,0.001036722,0.00202612,0.001552013,0.001728117,0.001498284],"domain_scores_gemma":[0.9578523,0.03793025,0.0005382595,0.001009029,0.0007045967,0.001965577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009395313,0.0005423353,0.00401503,0.006334072,0.0002131378,0.0008605693,0.000009014674,1.817725e-7,0.000001801917,0.00002421064,0.00007774151,0.9869823],"study_design_scores_gemma":[0.003507658,0.01011271,0.09387486,0.0019253,0.0004221758,0.00007786689,0.00003013948,0.000002605372,0.00001437773,0.000002936486,0.8892823,0.0007470607],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0104588,0.9834312,0.00002297893,0.00004577482,0.001269688,0.003027416,0.001250384,0.00009568648,0.0003980549],"genre_scores_gemma":[0.004544541,0.9932539,0.0005890426,0.0003130439,0.0001507064,0.0001325697,0.0003566275,0.0001276896,0.0005318101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862353,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3928313134533966,"score_gpt":0.4753465350454602,"score_spread":0.08251522159206359,"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."}}