{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002961445,0.000123408,0.00009516838,0.0008873821,0.000449648,0.0003135988,0.0003496667,0.000333445,0.001255238],"category_scores_gemma":[0.001786119,0.0001542674,0.0001620501,0.0008465177,0.0002745654,0.0003343487,0.0007517035,0.0004431014,0.0001673322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008567012,"about_ca_system_score_gemma":0.0008655154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323914,"about_ca_topic_score_gemma":0.03751689,"domain_scores_codex":[0.9995146,0.0001083464,0.00005466617,0.00005049087,0.0001440664,0.0001277934],"domain_scores_gemma":[0.9988452,0.0001192748,0.0006990277,0.00002740565,0.0001397518,0.0001692446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001241306,0.000008899896,0.9962675,0.00001620137,0.000008542278,0.0004011924,0.0002220287,0.00005519869,0.0001085359,0.00003852453,0.0005126591,0.002348386],"study_design_scores_gemma":[5.950425e-7,0.00002881161,0.9978079,0.00002854272,0.000001819125,0.0005826008,0.001066675,0.00007450818,0.00003782854,0.00001401526,0.0003539,0.000002850723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996716,0.0004571214,0.00005145805,0.000658011,0.00001362553,0.00001849207,0.0006085165,0.000006359255,0.001470392],"genre_scores_gemma":[0.998598,0.0005210086,0.00008596834,0.00009816133,0.00001372264,0.00001282745,0.0004223406,0.000001327296,0.0002467039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02323914,"threshold_uncertainty_score":0.04620773,"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."}}