{"id":"W2319124510","doi":"10.14740/jcgo.v5i1.368","title":"Severe Infections in Obstetrics and Gynecology: How Early Surgical Intervention Saves Lives","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Intervention (counseling); Intensive care medicine; Sepsis; Toxic shock syndrome; Surgical Infections; Antimicrobial; Septic shock; General surgery; Gynecology; Surgery; Obstetrics; Staphylococcus aureus; Pregnancy; Nursing; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062915,0.000628651,0.0008989812,0.001317633,0.001249291,0.003046204,0.0006301827,0.00221977,0.004518908],"category_scores_gemma":[0.007700543,0.000242561,0.0006151402,0.0008126705,0.001463256,0.003477575,0.001892257,0.004342986,0.001648025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335767,"about_ca_system_score_gemma":0.004042412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408392,"about_ca_topic_score_gemma":0.007574212,"domain_scores_codex":[0.9983272,0.0007603709,0.0001838195,0.0001063876,0.0004760245,0.0001461252],"domain_scores_gemma":[0.9976161,0.0009789044,0.0003993014,0.00007219558,0.0004521576,0.0004813886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000141669,0.0002298365,0.007658311,0.005684688,0.0001297233,0.003044548,0.001650431,0.0004586156,0.001153885,0.01508117,0.1396099,0.8251572],"study_design_scores_gemma":[0.00005337541,0.000635987,0.02100607,0.02724115,0.0002346257,0.02416053,0.01021733,0.0004240685,0.000919034,0.03903472,0.8758599,0.0002133669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005854941,0.7707348,0.00402998,0.1916403,0.007430765,0.00005723972,0.0001116372,0.0001656657,0.01997456],"genre_scores_gemma":[0.04349598,0.910706,0.01255312,0.02160115,0.006802131,0.00007290977,0.0001511947,0.00005500696,0.004562434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004518908,"threshold_uncertainty_score":0.01511723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679149371439409,"score_gpt":0.3645787754236341,"score_spread":0.31778728170924,"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."}}