{"id":"W2069156224","doi":"10.2217/imt.12.27","title":"Research Highlights: Highlights from the Latest Articles in Immunotherapy","year":2012,"lang":"en","type":"letter","venue":"Immunotherapy","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Flora (microbiology); Immunology; Immune system; Autoimmunity; Disease; Gut flora; Biology; Nod; Microbiology; Medicine; Diabetes mellitus; Bacteria; Internal medicine; Genetics","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000991341,0.0005030131,0.0004730295,0.0001713058,0.0003400675,0.0001570666,0.001225239,0.001420664,0.0003207505],"category_scores_gemma":[0.00001765423,0.0003431988,0.0002281179,0.0003223799,0.0003513072,0.00001101319,0.0001317239,0.001948723,0.0003797797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123978,"about_ca_system_score_gemma":0.0003330384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138693,"about_ca_topic_score_gemma":0.000526296,"domain_scores_codex":[0.9961264,0.0008827922,0.0006016732,0.0007328081,0.0004365355,0.001219843],"domain_scores_gemma":[0.9976494,0.0002573545,0.0001933775,0.001681689,0.0001603671,0.00005779348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001825842,0.00009690673,0.000355034,0.00001342076,0.0001665817,0.00002165923,0.0005601393,8.11981e-7,0.3916046,0.00009872109,0.6057488,0.001150687],"study_design_scores_gemma":[0.001207252,0.0001871603,0.008389307,0.00009208865,0.000007969667,0.00001172292,0.00004961722,9.161679e-7,0.01878344,0.0002658974,0.9705806,0.0004240516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2213551,0.06615256,0.00002428707,0.7090917,0.001200858,0.001045622,0.0002015182,0.00004562525,0.000882723],"genre_scores_gemma":[0.1506398,0.05917059,0.0005172816,0.7580351,0.01720861,0.0003737606,0.003127236,0.0005186506,0.01040892],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3728212,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316066186204686,"score_gpt":0.3149871282129649,"score_spread":0.2818264663509181,"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."}}