{"id":"W4286491601","doi":"10.3390/antibiotics11070981","title":"Early Life Antimicrobial Exposure: Impact on Clostridioides difficile Colonization in Infants","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Manitoba; University of British Columbia; Public Health Ontario; University of Toronto; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Colonization; Clostridioides; Antibiotics; Medicine; Odds ratio; Cohort study; Antimicrobial; Cohort; Pediatrics; Biology; Microbiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003537627,0.0002732843,0.000467554,0.0004851859,0.0002576266,0.00005792913,0.0002191623,0.0001285598,0.0004750934],"category_scores_gemma":[0.0003513838,0.0002553941,0.0001850917,0.001211484,0.00008647512,0.00006597108,0.0002191462,0.0007990092,0.0001077631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503672,"about_ca_system_score_gemma":0.0005735222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003603532,"about_ca_topic_score_gemma":0.00001441909,"domain_scores_codex":[0.9975498,0.0001457622,0.0004826575,0.0004521635,0.000741658,0.0006279196],"domain_scores_gemma":[0.9988937,0.0001507357,0.0001129177,0.0004821385,0.000113177,0.0002473231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005391137,0.00432596,0.625167,0.0001709653,0.000234078,0.001023278,0.0008493401,0.005960677,0.3307559,0.0002677177,0.02247772,0.003376205],"study_design_scores_gemma":[0.007239517,0.006823021,0.6449403,0.0001836301,0.0001043716,0.000152693,0.0003983183,0.002439959,0.334914,0.00001485924,0.002125313,0.0006640767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967028,0.0001458547,0.00000700015,0.0008485082,0.0002813993,0.0006531997,0.0001686977,0.00007972803,0.001112838],"genre_scores_gemma":[0.9983144,0.000182516,0.00004476704,0.0005239928,0.0002597343,0.000002421469,0.0002022345,0.00005945366,0.0004104137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203524,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938699778177171,"score_gpt":0.2952350353725749,"score_spread":0.2758480375908032,"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."}}