{"id":"W4254285903","doi":"10.1016/j.ccc.2013.03.006","title":"Obstetric Infections","year":2013,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Sepsis; Pregnancy; Respiratory distress; Population; Fasciitis; Pneumonitis; Immunology; Intensive care medicine; Lung; Internal medicine; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004655428,0.0003712608,0.001534801,0.0002647577,0.0001412449,0.00005807086,0.00007531868,0.0009868577,0.001077045],"category_scores_gemma":[0.003167219,0.0002719499,0.001149329,0.0006141111,0.0001705325,0.00005104884,0.00007344983,0.001182865,0.00355064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002918705,"about_ca_system_score_gemma":0.0004011917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001076636,"about_ca_topic_score_gemma":0.000001244236,"domain_scores_codex":[0.9982487,0.00008849135,0.000703436,0.000459789,0.0001727907,0.0003267894],"domain_scores_gemma":[0.9965085,0.001977629,0.00007571223,0.0006033135,0.0004521086,0.0003827351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.941464e-7,0.0003433299,0.0003356893,0.01441438,0.0001413709,0.00006010089,0.000006714536,1.685087e-8,2.401544e-9,0.000842451,0.0008700259,0.9829853],"study_design_scores_gemma":[0.0002627133,0.000545706,0.00003465499,0.004545651,0.004534806,0.000187801,0.00003795813,0.000001384219,7.086663e-8,0.00009079879,0.9895397,0.0002187214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006834416,0.9814789,0.00004094041,0.0000314327,0.001709916,0.001225793,0.00007904756,0.0001615041,0.01526559],"genre_scores_gemma":[0.0001206182,0.9969893,0.0003054181,0.0001122963,0.000527796,0.0006411231,0.000302802,0.00007039441,0.0009302959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886697,"threshold_uncertainty_score":0.9999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841310094805617,"score_gpt":0.5039260418133245,"score_spread":0.3197950323327627,"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."}}