{"id":"W4308842305","doi":"10.52403/ijrr.20221140","title":"The Incidence and Causes of Maternal Near Miss in a Pandemic at Georgetown Public Hospital Corporation","year":2022,"lang":"en","type":"article","venue":"International Journal of Research and Review","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Near miss; Incidence (geometry); Maternal death; Obstetrics; Abortion; Pediatrics; Demography; Population; Pregnancy; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.002145981,0.00005182659,0.0001938558,0.000121674,0.0001373124,0.00003834646,0.0001870039,0.00001703839,0.0001030218],"category_scores_gemma":[0.0003066751,0.00003049054,0.00003966869,0.0001353231,0.0001865965,0.0001100044,0.0002291029,0.0003827709,0.000001269613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595463,"about_ca_system_score_gemma":0.000240206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892724,"about_ca_topic_score_gemma":0.00007397345,"domain_scores_codex":[0.9981977,0.0001793296,0.0004405558,0.00008219676,0.0009651671,0.0001350239],"domain_scores_gemma":[0.9987333,0.0001571457,0.0002478576,0.00006367363,0.0006796897,0.0001182789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006527821,0.0001127389,0.9422218,0.001308076,0.00007688755,0.0005587817,0.0001989981,7.049093e-7,0.0004209813,0.0008545132,0.001643282,0.05195041],"study_design_scores_gemma":[0.001865862,0.002916993,0.7272996,0.007818166,0.00002619569,0.01074229,0.0003881422,0.0001930862,0.0002157843,0.003306423,0.2451063,0.0001212393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811814,0.09757477,9.454639e-7,0.02081225,0.0001556668,0.0001919347,0.000009733299,0.000001490543,0.00007186654],"genre_scores_gemma":[0.8304018,0.1687886,0.00002751663,0.0001527625,0.00006221425,0.000007986641,0.000002875698,0.000003638938,0.0005525986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.243463,"threshold_uncertainty_score":0.166297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08790082790712272,"score_gpt":0.4276426107232463,"score_spread":0.3397417828161236,"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."}}