{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005703676,0.000410885,0.0003884035,0.0004439381,0.000382228,0.0005945196,0.0003262242,0.0004088814,0.000917886],"category_scores_gemma":[0.002263149,0.0001724482,0.0004262087,0.0007595566,0.0002592868,0.0002493518,0.0005527931,0.0005706074,0.0001289868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045914,"about_ca_system_score_gemma":0.001412081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08687694,"about_ca_topic_score_gemma":0.1126001,"domain_scores_codex":[0.9992769,0.0001418962,0.00003730597,0.000124106,0.0002219209,0.0001979104],"domain_scores_gemma":[0.9989749,0.0001908091,0.0004107942,0.00003849026,0.0001863201,0.0001985621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003852097,0.00004477157,0.9853962,0.00006560348,0.0000767351,0.0003124893,0.0002554541,0.00007181389,0.001439462,0.00002675228,0.0001342652,0.01179117],"study_design_scores_gemma":[6.710995e-7,0.00006427104,0.9993818,0.00001342741,0.00001969041,0.0001113398,0.00009167588,0.00004626798,0.0001184086,0.000007194106,0.0001430784,0.00000214133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949688,0.004040492,0.00009301266,0.00007729111,0.000006689054,0.00000452807,0.0002849685,0.000004310647,0.0005198572],"genre_scores_gemma":[0.997985,0.001396349,0.0001553586,0.00002980766,0.000005321618,0.000005260914,0.0001786244,0.00000289226,0.0002413676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08687694,"threshold_uncertainty_score":0.1727425,"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."}}