{"id":"W4206088411","doi":"10.1111/ppe.12856","title":"Improving the external validity of Antenatal Late Preterm Steroids trial findings","year":2022,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"External validity; Administration (probate law); Pregnancy; Maternal morbidity; Clinical trial; Premature birth; MEDLINE; Relative risk","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7613618,0.002709816,0.007358421,0.007317862,0.001777967,0.01215237,0.007370627,0.007119052,0.01072062],"category_scores_gemma":[0.8943384,0.003118732,0.01389198,0.01026149,0.01142684,0.009831429,0.01035316,0.008787121,0.003068521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005361063,"about_ca_system_score_gemma":0.008783558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178838,"about_ca_topic_score_gemma":0.001543871,"domain_scores_codex":[0.1214703,0.7339638,0.08897786,0.01982245,0.03320178,0.0025638],"domain_scores_gemma":[0.05925017,0.7825068,0.05725215,0.07886003,0.02067069,0.001460211],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.03096985,0.0006536174,0.2966477,0.09814428,0.06818031,0.002554791,0.01158644,0.02935673,0.001454259,0.09856564,0.08253498,0.2793514],"study_design_scores_gemma":[0.0259528,0.006795306,0.1826425,0.08277383,0.04374101,0.002690086,0.003305245,0.07537217,0.005644994,0.2734591,0.2963391,0.001283897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1022308,0.08833019,0.5121796,0.0849729,0.0223192,0.07459141,0.02626614,0.003675087,0.08543468],"genre_scores_gemma":[0.762328,0.004507155,0.1099064,0.02899005,0.003678624,0.0778556,0.007492444,0.001342879,0.003899005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2386382,"threshold_uncertainty_score":0.2942834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09419027117733113,"score_gpt":0.3756835378240256,"score_spread":0.2814932666466945,"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."}}