{"id":"W4403509566","doi":"10.1016/j.biopha.2024.117571","title":"The beneficial effects of Akkermansia muciniphila and its derivatives on pulmonary fibrosis","year":2024,"lang":"en","type":"article","venue":"Biomedicine & Pharmacotherapy","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"Pasteur Institute of Iran","keywords":"Akkermansia muciniphila; Fibrosis; Pulmonary fibrosis; Inflammation; Bronchoalveolar lavage; Medicine; Lung; Immunology; Gut flora; Pathology; Pharmacology; Biology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001833005,0.0002596903,0.0003460567,0.0002028691,0.000151864,0.00002588948,0.0001180153,0.00007805165,0.00008100247],"category_scores_gemma":[0.00002750199,0.0001571862,0.0001617173,0.0003687312,0.0002379623,0.00008291013,0.00002898735,0.0002082453,0.00001712852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004308264,"about_ca_system_score_gemma":0.00008522805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001577739,"about_ca_topic_score_gemma":2.384077e-7,"domain_scores_codex":[0.9985716,0.00006619925,0.0003372701,0.0003525852,0.0003831792,0.0002891991],"domain_scores_gemma":[0.9990831,0.0003972918,0.0000656156,0.0001890051,0.00007150543,0.0001934575],"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":[0.004755555,0.0002451424,0.0001519064,0.001705115,0.0003158723,0.0002800584,0.0004495191,6.690454e-7,0.8958558,0.001634738,0.003977702,0.09062792],"study_design_scores_gemma":[0.006320197,0.02369497,0.03210786,0.01093099,0.001418044,0.0004693852,0.0003168044,0.01503769,0.5294543,0.0006696865,0.3786544,0.0009256605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8653898,0.1202381,0.00006790425,0.009846605,0.001716243,0.00109452,0.0000770794,0.0001826185,0.001387054],"genre_scores_gemma":[0.9848661,0.01205263,0.00002046779,0.001131529,0.001256023,0.00005023212,0.0000252578,0.00005033855,0.0005473951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3746767,"threshold_uncertainty_score":0.6409869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009140559818542667,"score_gpt":0.2979699568242874,"score_spread":0.2888293970057447,"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."}}