{"id":"W7118325378","doi":"10.5683/sp3/kafpde","title":"Metabolomic Signatures of Probiotic Secretomes Reveal Strain-Specific Biofunctional Potential: Insights from Lacticaseibacillus rhamnosus R0011 and Bifidobacterium longum R0175","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bifidobacterium longum; Probiotic; Lactobacillus rhamnosus; Metabolomics; Bifidobacterium; Actinomycetaceae","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":[0.001124248,0.001835109,0.001564796,0.002109088,0.0008687174,0.00173579,0.001488026,0.001694852,0.01262764],"category_scores_gemma":[0.002706141,0.0004138464,0.001671143,0.002939349,0.0004243734,0.000743395,0.001803304,0.001361837,0.01556245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134107,"about_ca_system_score_gemma":0.001506894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039911,"about_ca_topic_score_gemma":0.02434623,"domain_scores_codex":[0.9992146,0.00009011581,0.00006717243,0.0002995936,0.0001898291,0.0001385833],"domain_scores_gemma":[0.998781,0.0003000104,0.0002064834,0.0002699647,0.0002795183,0.0001629695],"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":[0.003643648,0.0004848511,0.04264309,0.005619372,0.001161317,0.0004705612,0.0002557663,0.002540075,0.04547393,0.001689376,0.8683292,0.0276888],"study_design_scores_gemma":[0.001188145,0.0004688883,0.1699713,0.0007213463,0.0007623935,0.0008000704,0.00043829,0.002988225,0.0182259,0.003823697,0.8003632,0.0002485203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003581906,0.0002438873,0.0002048761,0.00006937146,0.00003533948,0.00001250152,0.9949303,0.000355117,0.0005667122],"genre_scores_gemma":[0.002796311,0.00007744179,0.0005736842,0.00003940336,0.000006086408,0.00003347486,0.9961227,0.0000401271,0.0003107726],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01262764,"threshold_uncertainty_score":0.04224366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195487877182863,"score_gpt":0.2350713796927126,"score_spread":0.2231165009208839,"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."}}