{"id":"W3211680162","doi":"10.1016/j.annemergmed.2021.09.419","title":"Emergency Department Visits During the Postpartum Period: A Canadian Cohort Study","year":2021,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Postpartum period; Medical emergency; Emergency medicine; Cohort study; Cohort; Family medicine; Pregnancy; Nursing; 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":[0.001390861,0.001051298,0.001129215,0.002224225,0.005301377,0.002613182,0.002894772,0.00168193,0.003109187],"category_scores_gemma":[0.004031796,0.00140262,0.001648048,0.008091935,0.0009569889,0.001298749,0.00164899,0.002310107,0.0003775978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02100875,"about_ca_system_score_gemma":0.02854268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877068,"about_ca_topic_score_gemma":0.991851,"domain_scores_codex":[0.9980553,0.000153818,0.0001167956,0.0004183388,0.0004157318,0.00084004],"domain_scores_gemma":[0.9963863,0.0002310524,0.0007881533,0.0002126481,0.001494016,0.000887971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002342722,0.0001089632,0.994065,0.00006011745,0.0002290842,0.0002632007,0.001111473,0.0000421453,0.0001703497,0.000162967,0.001819963,0.001732411],"study_design_scores_gemma":[0.00002672363,0.00002837876,0.9973487,0.00005872908,0.00008065597,0.0001035535,0.001588925,0.00009950028,0.00001644639,0.00002230897,0.0006045675,0.00002158333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894509,0.001609374,0.000111781,0.0005996899,0.00004968272,0.00009177001,0.005810227,0.00001053487,0.002266033],"genre_scores_gemma":[0.9941756,0.001499159,0.0002904599,0.0003602188,0.00002678845,0.00006409801,0.002569702,0.00001298013,0.001001139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100875,"threshold_uncertainty_score":0.1524298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534912787719436,"score_gpt":0.3633163377054398,"score_spread":0.3079672098282454,"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."}}