{"id":"W4393237710","doi":"10.1016/j.xcrm.2024.101487","title":"Microbiome bacterial influencers of host immunity and response to immunotherapy","year":2024,"lang":"en","type":"article","venue":"Cell Reports Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lawson Health Research Institute","funders":"Weston Family Foundation; Lotte and John Hecht Memorial Foundation","keywords":"Microbiome; Immunotherapy; Immunology; Medicine; Immune system; Immunity; Adjuvant; Gut flora; Biology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004596085,0.0002279031,0.000376141,0.0003798135,0.000219704,0.0009716447,0.00009849919,0.0003867947,0.001835084],"category_scores_gemma":[0.001134833,0.0001505042,0.0002567263,0.0003099027,0.0002835442,0.000288091,0.0004886879,0.0005474613,0.0003710231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405822,"about_ca_system_score_gemma":0.0004167141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008053036,"about_ca_topic_score_gemma":0.0009813098,"domain_scores_codex":[0.9994478,0.000235318,0.00002126064,0.00006473679,0.0001079226,0.0001230355],"domain_scores_gemma":[0.9995753,0.00008908262,0.0001807516,0.00002075679,0.00004692046,0.00008716371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004227568,0.0006391487,0.3413985,0.001086176,0.0007073436,0.001059024,0.0007211819,0.001790712,0.4477594,0.004332621,0.004135684,0.1921427],"study_design_scores_gemma":[0.00008963942,0.001580339,0.9275413,0.0003350592,0.0003300353,0.001164861,0.0009497517,0.002990622,0.03292676,0.002877485,0.02916216,0.00005219653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460264,0.0414433,0.002344527,0.001924285,0.0002219786,0.0000505948,0.0003895104,0.00005614243,0.007543296],"genre_scores_gemma":[0.9879723,0.009170763,0.0009663848,0.0003848719,0.0001035633,0.00002759793,0.0001386579,0.00001416122,0.001221686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001835084,"threshold_uncertainty_score":0.006138921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006219811318597317,"score_gpt":0.2689141229043761,"score_spread":0.2626943115857788,"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."}}