{"id":"W4409712688","doi":"10.3389/fcimb.2025.1569842","title":"Editorial: Microbiome in an immunocompromised host- a jungle of challenges or a glacier of hidden opportunities?","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institute of Infection and Immunity","funders":"","keywords":"Microbiome; Jungle; Host (biology); Glacier; Biology; Computational biology; Geography; Immunology; Ecology; 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":[0.003382113,0.003804239,0.003276933,0.002115334,0.001940564,0.004951537,0.003575784,0.009425073,0.01633613],"category_scores_gemma":[0.01399593,0.000837708,0.001825296,0.0007921748,0.00264291,0.004732963,0.001067713,0.01166702,0.01090346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638389,"about_ca_system_score_gemma":0.001862751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008164171,"about_ca_topic_score_gemma":0.001150371,"domain_scores_codex":[0.9976172,0.0003969172,0.0002478397,0.0005647219,0.0009603038,0.0002129608],"domain_scores_gemma":[0.9873536,0.006095966,0.0008003823,0.0003165481,0.003423861,0.002009727],"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":[0.00009793337,0.00002560875,0.00007323003,0.0004173578,0.00002109902,0.0002112069,0.00001955023,0.00005614548,0.0001269877,0.0003238705,0.9927565,0.005870477],"study_design_scores_gemma":[0.00009620049,0.0001397636,0.0007950207,0.0009172956,0.00007773505,0.001398441,0.0001140973,0.0003676128,0.0004107042,0.001703002,0.9939339,0.00004629606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001369519,0.005157643,0.0002040992,0.02737471,0.9659058,0.00002479184,0.0001045263,0.0001188514,0.0009727263],"genre_scores_gemma":[0.0007557011,0.003921033,0.0001138268,0.01516053,0.9762477,0.00001337993,0.00004131213,0.00003370572,0.003712864],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01633613,"threshold_uncertainty_score":0.05464977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445774591177159,"score_gpt":0.2627856458313231,"score_spread":0.2483278999195515,"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."}}