{"id":"W2103090790","doi":"10.3109/10731199.2012.712047","title":"Design of a novel gut bacterial adhesion model for probiotic applications","year":2012,"lang":"en","type":"article","venue":"Artificial Cells Nanomedicine and Biotechnology","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Lactobacillus reuteri; Lactobacillus fermentum; Probiotic; Adhesion; Microbiology; Biofilm; Bacteria; Bacterial cell structure; Gut flora; Lactobacillus; Biology; Chemistry; Lactic acid; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002330321,0.0001080777,0.0001948626,0.0000329624,0.0001097882,0.000007142557,0.0001236802,0.0002524955,0.00001586097],"category_scores_gemma":[0.00001591024,0.00004619658,0.00003446398,0.0001986822,0.0001823985,0.00004889887,0.00005735811,0.0000734809,0.000002839506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008946234,"about_ca_system_score_gemma":0.000009267515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001030123,"about_ca_topic_score_gemma":0.000007771338,"domain_scores_codex":[0.9992083,0.00001091008,0.0002537389,0.0001867648,0.00005926714,0.0002809617],"domain_scores_gemma":[0.9996496,0.00007731643,0.000104537,0.00006233976,0.00004238904,0.00006385547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000611661,0.0002717506,0.00001569592,0.00001510857,0.000007860161,4.391312e-8,0.00003501791,0.000009646046,0.9688722,0.003339167,0.00006227931,0.02731008],"study_design_scores_gemma":[0.0004571849,0.00131496,0.000171101,0.00002550556,0.0000676811,0.000006669865,0.0001618745,0.02164831,0.9673047,0.001667202,0.006948323,0.0002264799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675976,0.0004111694,0.1256146,0.003855102,0.0002570027,0.001965502,0.0001357786,0.000110953,0.00005231933],"genre_scores_gemma":[0.9943136,0.00009497416,0.005165296,0.00008178358,0.0002112293,0.00004983897,0.00004244388,0.000001460547,0.00003936857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126716,"threshold_uncertainty_score":0.1947476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977283731457426,"score_gpt":0.2404612683581065,"score_spread":0.1906884310435322,"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."}}