{"id":"W2896531520","doi":"10.1093/ibd/izy312","title":"Emergent Behavior of IBD-Associated<i>Escherichia coli</i>During Disease","year":2018,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Biology; Virulence; Escherichia coli; Faecalibacterium prausnitzii; Disease; Inflammatory bowel disease; Genetics; Phenotype; Microbiology; Computational biology; Bacteria; Gene; Medicine","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":[0.0002002128,0.0002076794,0.0002976265,0.0003637197,0.0001437917,0.0006903279,0.000175791,0.0004618833,0.0005929944],"category_scores_gemma":[0.000271515,0.00008742893,0.0003081665,0.0003641729,0.0001760784,0.0003388541,0.0003148835,0.0003663623,0.0003756017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308087,"about_ca_system_score_gemma":0.0002282641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007551166,"about_ca_topic_score_gemma":0.0006964052,"domain_scores_codex":[0.9997787,0.00004226821,0.0000198612,0.00004730264,0.00006670754,0.00004513774],"domain_scores_gemma":[0.9998434,0.00002332356,0.00005961176,0.000008146575,0.00003550244,0.00003003477],"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":[0.0004065968,0.00009792489,0.03081654,0.001695144,0.00007326273,0.001635784,0.0004132308,0.0006491616,0.8627276,0.002240835,0.002578186,0.09666572],"study_design_scores_gemma":[0.000034473,0.001503462,0.3226171,0.0007923234,0.0002657973,0.01031169,0.00146016,0.003446476,0.5010801,0.003302078,0.1550391,0.000147201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8849019,0.06950778,0.01967254,0.002958148,0.0002868247,0.0002477422,0.002998829,0.0006148056,0.01881142],"genre_scores_gemma":[0.9125848,0.0546688,0.02129221,0.001640918,0.000170268,0.0001566499,0.003020927,0.00009572911,0.006369683],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007551166,"threshold_uncertainty_score":0.00240016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823205700510136,"score_gpt":0.2935288938346369,"score_spread":0.2752968368295355,"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."}}