{"id":"W4391486981","doi":"10.3390/pr12020316","title":"Review of the Potential of Probiotics in Disease Treatment: Mechanisms, Engineering, and Applications","year":2024,"lang":"en","type":"article","venue":"Processes","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Science, Technology and Innovation Commission of Shenzhen Municipality","keywords":"Probiotic; Disease; Human health; Health benefits; Intensive care medicine; Medicine; Biotechnology; Biology; Environmental health; Pathology; Traditional medicine","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":[0.0004875338,0.0007044628,0.001042283,0.001947722,0.0002380373,0.0009984404,0.0005728017,0.0006953673,0.003551642],"category_scores_gemma":[0.0007696343,0.0002189488,0.000543146,0.002325928,0.0002421409,0.001124113,0.0004781997,0.0009130677,0.001519945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562007,"about_ca_system_score_gemma":0.001087053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006452949,"about_ca_topic_score_gemma":0.00104453,"domain_scores_codex":[0.9997676,0.00004551352,0.00004531066,0.00003325416,0.00008839744,0.00001994045],"domain_scores_gemma":[0.9996579,0.0001224264,0.00006278649,0.000009901123,0.000110598,0.00003643235],"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":[0.0002196189,0.0001235836,0.0002656056,0.05425522,0.0001976791,0.0003135671,0.0001303602,0.0004725247,0.01372464,0.004124609,0.05833752,0.8678351],"study_design_scores_gemma":[0.00001046846,0.0001529244,0.0009651486,0.004113797,0.0001735382,0.000693678,0.00006359601,0.00008353082,0.00123739,0.001085625,0.9914029,0.00001742585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000255368,0.997879,0.0002329609,0.0003420569,0.0004109173,0.000006457605,0.00003443122,0.00000768005,0.0008312101],"genre_scores_gemma":[0.0007978411,0.9976807,0.0003644665,0.0002260489,0.0002687822,0.000006661159,0.00004182059,0.000002304772,0.0006113693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003551642,"threshold_uncertainty_score":0.01188141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007863074316235544,"score_gpt":0.2073601825010808,"score_spread":0.1994971081848453,"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."}}