{"id":"W4388509508","doi":"10.58931/cibdt.2023.1319","title":"Management of Clostridioides difficile in IBD patients","year":2023,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clostridioides; Clostridium difficile; Microbiology; Clostridium difficile toxin B; Pathogen; Diarrhea; Intestinal epithelium; Virulence; Clostridium difficile toxin A; Tight junction; Antibiotics; Biology; Enterotoxin; Epithelium; Medicine; Cell biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002382458,0.0001833257,0.0003478437,0.0009568649,0.00006820566,0.00001659349,0.0002000874,0.0001251982,0.0004552539],"category_scores_gemma":[0.00009044403,0.0001839091,0.000115293,0.001619722,0.00008526185,0.00004318046,0.00007826869,0.0002474697,0.0004993593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156352,"about_ca_system_score_gemma":0.0004312938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02722096,"about_ca_topic_score_gemma":0.01947618,"domain_scores_codex":[0.997945,0.00003581473,0.0004076275,0.0003560522,0.0004766556,0.0007788929],"domain_scores_gemma":[0.9987288,0.00005664229,0.00004912409,0.0004640689,0.0001260895,0.0005752525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007697228,0.001461733,0.5716487,0.002800373,0.0007160188,0.008226379,0.001723927,0.0002810738,0.009753875,0.005002627,0.1649027,0.2327129],"study_design_scores_gemma":[0.005812701,0.0006460881,0.842209,0.0009326117,0.0001114668,0.00001176131,0.001413536,0.0004500119,0.05128073,0.0001571842,0.09638618,0.0005887361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706907,0.0001528298,5.656487e-7,0.001097332,0.0001808124,0.0006345045,0.000143939,0.00004989928,0.02704943],"genre_scores_gemma":[0.994513,0.0003307659,0.00003241146,0.0001021485,0.00006773313,0.00003349393,0.0002378849,0.00003760681,0.004644905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705603,"threshold_uncertainty_score":0.9984158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120814773490779,"score_gpt":0.2750286603185113,"score_spread":0.2538205125836034,"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."}}