{"id":"W4232583102","doi":"10.14740/jcgo368w","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":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Intervention (counseling); Obstetrics; Gynecology; General surgery; Nursing; Pregnancy","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":[0.00287979,0.0007836553,0.0008793787,0.0008959037,0.001674065,0.00367198,0.0007659234,0.002882384,0.007945282],"category_scores_gemma":[0.0196059,0.0003140147,0.0008157806,0.0005254253,0.001010527,0.003006209,0.00179943,0.005603698,0.001135062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564298,"about_ca_system_score_gemma":0.006046937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005060256,"about_ca_topic_score_gemma":0.01893745,"domain_scores_codex":[0.9975451,0.001367585,0.0001576197,0.0001108301,0.0004268005,0.0003921363],"domain_scores_gemma":[0.9913765,0.003749894,0.001053941,0.0002421528,0.001299465,0.002278068],"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":[0.0005644014,0.001214527,0.04594609,0.001822509,0.0002698262,0.001806597,0.001447284,0.0006042721,0.001007717,0.009645048,0.178482,0.7571898],"study_design_scores_gemma":[0.0004764916,0.004264086,0.2974787,0.03573919,0.001104257,0.01409853,0.02922479,0.002183938,0.002540656,0.1044203,0.5077839,0.0006850873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.042137,0.274951,0.003722796,0.6208625,0.01655807,0.00007129731,0.0002456779,0.0001955176,0.0412562],"genre_scores_gemma":[0.5593172,0.3139868,0.01250502,0.06865527,0.03362052,0.0001472967,0.0004541658,0.0001563879,0.01115726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007945282,"threshold_uncertainty_score":0.02657956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05667132888839302,"score_gpt":0.3870167382499752,"score_spread":0.3303454093615822,"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."}}