{"id":"W4391873622","doi":"10.1093/jcag/gwad061.301","title":"A301 RELATIONSHIP BETWEEN INTRAHEPATIC IMMUNE CELL PROFILE AND MICROBIOME ACCORDING TO DISEASE SEVERITY IN OBESE PATIENTS WITH NON-ALCOHOLIC FATTY LIVER DISEASE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Fatty liver; Disease; Gastroenterology; Alcoholic liver disease; Medicine; Immune system; Internal medicine; Microbiome; Immunology; Cirrhosis; Biology; 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":[0.0002596556,0.0002284529,0.0002763544,0.0006614771,0.0003136903,0.0003289786,0.0001224469,0.0002707434,0.001485848],"category_scores_gemma":[0.0007816543,0.0001354424,0.0002664502,0.000588013,0.0001781437,0.0002771412,0.0003522529,0.0003475017,0.0001416641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434311,"about_ca_system_score_gemma":0.0001379703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159706,"about_ca_topic_score_gemma":0.00184747,"domain_scores_codex":[0.9997947,0.00004424873,0.0000335232,0.00005125532,0.00003701974,0.00003932994],"domain_scores_gemma":[0.9995028,0.00007658199,0.0002242223,0.00002045025,0.00005138349,0.0001246083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697196,0.00001925059,0.998472,0.000007502535,0.00002205507,0.0000476126,0.00002205347,0.00001324577,0.0004805223,0.000004403368,0.00002050018,0.000721238],"study_design_scores_gemma":[0.000004561231,0.0001016093,0.999373,0.000003416816,0.00001863828,0.0001723754,0.00008365671,0.0001051355,0.00006485757,0.00001183284,0.00005927387,0.000001595427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993407,0.0002325037,0.00005826517,0.0000252966,0.00000361997,0.000004890538,0.00009896685,0.000001306635,0.0002344128],"genre_scores_gemma":[0.9997142,0.00004214486,0.00005828522,0.00001196594,0.000003816386,0.000003474104,0.00008412585,4.558045e-7,0.00008151463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001485848,"threshold_uncertainty_score":0.00497067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007900748827757856,"score_gpt":0.2214657199939365,"score_spread":0.2135649711661786,"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."}}