{"id":"W2784225198","doi":"10.1097/aog.0000000000002422","title":"Risk Factors, Incidence, and Morbidity Associated With Obstetric Clostridium difficile Infection","year":2018,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Clostridium difficile; Retrospective cohort study; Incidence (geometry); Odds ratio; Pneumonia; Pregnancy; Internal medicine; Obstetrics; Pediatrics; Antibiotics","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":[0.0006138831,0.000259965,0.0003061637,0.000844545,0.0002473319,0.0005120497,0.0003402851,0.0004168766,0.001109361],"category_scores_gemma":[0.006295827,0.0002585864,0.0004025303,0.001259298,0.0002257865,0.0004170245,0.0004272961,0.000746371,0.0001543718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776908,"about_ca_system_score_gemma":0.0005865596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005066342,"about_ca_topic_score_gemma":0.003927859,"domain_scores_codex":[0.99914,0.0001880831,0.00012673,0.0001601574,0.0002333706,0.0001516181],"domain_scores_gemma":[0.9958002,0.0005849868,0.002832781,0.0001427346,0.0003183644,0.0003209391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002197808,0.000008248669,0.9994329,0.000004348016,0.00001673833,0.00004075204,0.000006106529,0.00001619765,0.00002117914,0.000003773492,0.00003072637,0.0003970715],"study_design_scores_gemma":[0.000001771503,0.00003236844,0.9992744,0.000009887608,0.00001499926,0.0004282991,0.00004246255,0.0001063168,0.00002018359,0.000008750183,0.00005860653,0.000002043496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964825,0.001535497,0.0001443081,0.0001655998,0.00001605867,0.00001212144,0.0009683785,0.000008922341,0.0006666444],"genre_scores_gemma":[0.998672,0.0005539118,0.0001519881,0.00002401553,0.00003330247,0.000009689743,0.0004853615,0.000002681589,0.00006697429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005066342,"threshold_uncertainty_score":0.01007372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258277866684316,"score_gpt":0.2761376514500058,"score_spread":0.2535548727831627,"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."}}