{"id":"W4282971232","doi":"10.1007/s12602-022-09959-9","title":"Screening and Characterization of Some Lactobacillaceae for Detection of Cholesterol-Lowering Activities","year":2022,"lang":"en","type":"article","venue":"Probiotics and Antimicrobial Proteins","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Bio-K+ International (Canada)","funders":"","keywords":"Probiotic; Cholesterol; Dyslipidemia; Lactobacillaceae; Bacteria; Lactobacillus plantarum; Biology; In vitro; Biochemistry; Microbiology; Lactobacillus; Food science; Lactic acid; Endocrinology; Diabetes mellitus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001479644,0.00008870926,0.0001591712,0.00002249513,0.0002332059,0.00002730325,0.0000624691,0.00004173994,0.000004868583],"category_scores_gemma":[0.000005900368,0.00004994191,0.0000411009,0.00008917712,0.00005962844,0.0001023841,0.0001349973,0.00007491139,2.513266e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000744818,"about_ca_system_score_gemma":0.000004181867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002248131,"about_ca_topic_score_gemma":0.00001208381,"domain_scores_codex":[0.9994461,0.00001779488,0.000183514,0.0001616453,0.00006126175,0.0001296716],"domain_scores_gemma":[0.9997342,0.00001963055,0.0001658272,0.00002851324,0.00002614286,0.0000256849],"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":[0.0000854133,0.00006234085,0.000373488,0.0001018969,0.00001352984,8.01573e-8,0.00007122076,0.000006030363,0.9798245,0.00008206202,6.051981e-7,0.01937883],"study_design_scores_gemma":[0.0002876906,0.0007962819,0.009972023,0.00004502117,0.00001456246,0.000005587633,0.00007862395,0.0003104016,0.9878849,0.00006054335,0.0004275974,0.0001167298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983601,0.00002909719,0.0004822027,0.0001874251,0.00005515047,0.0005521938,0.0003152608,0.00001324784,0.000005342826],"genre_scores_gemma":[0.9995801,0.00005074,0.0001986141,0.00003746869,0.00004225673,0.00001184983,0.00005171894,0.000001849653,0.00002543782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192621,"threshold_uncertainty_score":0.2036572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243748031150121,"score_gpt":0.1920153314110757,"score_spread":0.1795778510995744,"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."}}