{"id":"W4400274424","doi":"10.1038/s41564-024-01744-4","title":"Loving mucus with Akkermansia muciniphila","year":2024,"lang":"en","type":"article","venue":"Nature Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Akkermansia muciniphila; Mucus; Microbiology; Biology; Bacteria; Akkermansia; Ecology; Genetics","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":[0.0001384118,0.0002197071,0.0001889152,0.00009043456,0.00008053112,0.00003362162,0.0001987234,0.0007454955,0.00007420176],"category_scores_gemma":[0.00001081624,0.0001645435,0.00008104656,0.0001520078,0.0001265727,0.000003354484,0.00008786705,0.0005954879,0.0001285071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602777,"about_ca_system_score_gemma":0.0001909495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009572469,"about_ca_topic_score_gemma":0.0001207859,"domain_scores_codex":[0.9987586,0.00005844487,0.0001667601,0.0005763583,0.00003022281,0.0004095899],"domain_scores_gemma":[0.9994997,0.0000163428,0.00003424471,0.000315312,0.00006157982,0.00007284525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006342855,0.00001988803,0.0002786313,0.00006480514,0.00007512943,0.00004261076,0.00004888843,0.000002886565,0.9620664,0.0008106152,0.03563594,0.0008908403],"study_design_scores_gemma":[0.0003100578,0.0003150363,0.0007343376,0.00005132707,0.00002492067,0.001072765,0.00002215709,0.000003763298,0.1305759,0.00002150284,0.8666238,0.0002444693],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684575,0.02373287,0.0007899843,0.002051254,0.001141733,0.0002949093,0.0001257579,0.0001103556,0.003295622],"genre_scores_gemma":[0.993041,0.0002057187,0.001122285,0.002416519,0.0005386137,0.000007880335,0.0006329042,0.00004471288,0.001990388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8314904,"threshold_uncertainty_score":0.670989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002191458579655193,"score_gpt":0.2393827257207023,"score_spread":0.2371912671410471,"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."}}