{"id":"W4206453761","doi":"10.1007/s00404-021-06362-7","title":"Timing of antenatal corticosteroids in relation to clinical indication","year":2022,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; Mount Sinai Hospital; Health Sciences Centre; University of Toronto; North York General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Obstetrics; Cervix; Retrospective cohort study; Pregnancy; Gestation; Cervical cerclage; Pediatrics; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009856593,0.0003893816,0.001162063,0.001445754,0.0003781158,0.001247769,0.0004904582,0.001208576,0.004262574],"category_scores_gemma":[0.01508523,0.0002972888,0.0009770227,0.00150886,0.0004501044,0.0005350183,0.0002768441,0.002057049,0.0005151088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000735378,"about_ca_system_score_gemma":0.001113014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669794,"about_ca_topic_score_gemma":0.001553697,"domain_scores_codex":[0.9985286,0.0004162067,0.0002700352,0.0002218336,0.0002563701,0.0003068846],"domain_scores_gemma":[0.9836637,0.009837315,0.003623112,0.0004915129,0.0006475255,0.001736854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02521231,0.0002736091,0.9328814,0.0003691246,0.0003908334,0.004806888,0.0002595351,0.0007103866,0.007558294,0.0006522247,0.0008948637,0.02599047],"study_design_scores_gemma":[0.0002801899,0.003083731,0.977701,0.000399297,0.0004766722,0.009852648,0.000652912,0.001379858,0.001983301,0.000603986,0.003529703,0.00005671399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595191,0.02569018,0.0009214426,0.001404153,0.000578707,0.00008082672,0.001301151,0.00009815521,0.01040635],"genre_scores_gemma":[0.9961467,0.002146489,0.0004159703,0.0002280039,0.0001967624,0.00001830052,0.0003076616,0.0000256533,0.0005144242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004262574,"threshold_uncertainty_score":0.0142597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766501182905798,"score_gpt":0.3067140316133234,"score_spread":0.2790490197842654,"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."}}