{"id":"W4213099776","doi":"10.1093/jcag/gwab049.005","title":"A6 MECHANISMS UNDERLYING GUT DYSFUNCTION FOLLOWING C. <i>DIFFICILE</i> INFECTION AND IMPLICATIONS FOR TREATMENT","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Gut flora; Interstitial cell of Cajal; Biology; Immune system; Microbiome; Feces; Immunology; Medicine; Internal medicine; Immunohistochemistry; Microbiology; Bioinformatics","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":[0.0003497016,0.0004859257,0.0004674833,0.0004716612,0.0002591469,0.0008788434,0.0003470061,0.0008645753,0.002919695],"category_scores_gemma":[0.0003183387,0.0001199515,0.0005706447,0.0002698046,0.0004965606,0.0004834047,0.0003794934,0.001353221,0.0008877546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247251,"about_ca_system_score_gemma":0.0005989653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004309248,"about_ca_topic_score_gemma":0.0005263085,"domain_scores_codex":[0.9998693,0.00002892245,0.00001524065,0.00001649212,0.00002715598,0.0000428138],"domain_scores_gemma":[0.9996895,0.0000356336,0.0001506815,0.00001405344,0.00005090607,0.00005937758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00682257,0.001164119,0.01831242,0.005640512,0.0002890792,0.004427132,0.000199581,0.001716483,0.5920939,0.007338445,0.01602261,0.345973],"study_design_scores_gemma":[0.001613632,0.02693503,0.2662032,0.004892701,0.001123067,0.03448708,0.001847535,0.007337974,0.2883171,0.02142109,0.3455695,0.0002520549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.486819,0.4408815,0.01386548,0.02696549,0.002005078,0.0003511419,0.001412841,0.0008739398,0.02682558],"genre_scores_gemma":[0.856498,0.1227567,0.008078241,0.003985357,0.001212772,0.0001985593,0.0007797152,0.00004902091,0.006441608],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002919695,"threshold_uncertainty_score":0.009767354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372979602972309,"score_gpt":0.2615844393806524,"score_spread":0.2378546433509293,"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."}}