{"id":"W1566844255","doi":"10.3389/fmicb.2015.00685","title":"Probiotic-based strategies for therapeutic and prophylactic use against multiple gastrointestinal diseases","year":2015,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Probiotic; Antibiotics; Antimicrobial; Human health; Biology; Immune system; Disease; Gut flora; Health benefits; Medicine; Intensive care medicine; Microbiology; Immunology; Bacteria; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000266934,0.0005640435,0.001265825,0.0002203017,0.00008479163,0.0000752429,0.0002994677,0.0004831259,0.000001494752],"category_scores_gemma":[0.0001274828,0.0004729361,0.0002554131,0.0001180952,0.0003627988,0.00000926446,0.00009918635,0.0002948569,0.000002881386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171366,"about_ca_system_score_gemma":0.001658348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009819133,"about_ca_topic_score_gemma":0.00004135027,"domain_scores_codex":[0.997546,0.0003861683,0.0005468648,0.0008469387,0.00003165763,0.000642405],"domain_scores_gemma":[0.9989218,0.00007839899,0.0003222598,0.0004169152,0.0001200846,0.0001405964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002048209,0.001561296,0.009464368,0.08076052,0.0009000231,0.0000900969,0.000134183,0.0001129521,0.1109749,0.0001005772,0.07349074,0.7203621],"study_design_scores_gemma":[0.001222812,0.000753387,0.00004940158,0.001379945,0.0002737273,0.0001427449,0.00007444335,0.00003972822,0.00004045688,0.00005332572,0.9953907,0.0005793689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000705156,0.9890537,0.006310296,0.00002676837,0.000475204,0.00234235,0.00105654,0.00002208391,0.000007873274],"genre_scores_gemma":[0.001403336,0.9633419,0.02645633,0.0003237417,0.0002750407,0.0003846902,0.007395972,0.0001545339,0.0002644819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9218999,"threshold_uncertainty_score":0.9997723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828099557832809,"score_gpt":0.305420859956561,"score_spread":0.2671398643782329,"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."}}