{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001730667,0.0005227811,0.0002590268,0.0002051825,0.0006119676,0.0005090733,0.0002740416,0.0009313488,0.001826357],"category_scores_gemma":[0.0004470456,0.0001570135,0.0004292252,0.0001635486,0.000258664,0.0004900264,0.0009456758,0.0006196092,0.0003642321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208992,"about_ca_system_score_gemma":0.0001951649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227915,"about_ca_topic_score_gemma":0.001368576,"domain_scores_codex":[0.99971,0.00004908031,0.00002076008,0.0000589366,0.00007455019,0.00008665358],"domain_scores_gemma":[0.9998305,0.00002446101,0.00004730184,0.00001699668,0.00002261633,0.0000580302],"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":[0.0001961766,0.00003585807,0.002331022,0.00004026709,0.000009805109,0.0006016074,0.0001217914,0.00003443918,0.9951349,0.0000967544,0.00008851164,0.001308825],"study_design_scores_gemma":[0.00005282825,0.002710459,0.167495,0.00006647097,0.0001583187,0.01030554,0.003486796,0.001350328,0.7992707,0.0006230875,0.01441569,0.00006484429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977551,0.0004399002,0.0002737936,0.0002568501,0.00008584328,0.000009884766,0.0001017088,0.00001938306,0.001057513],"genre_scores_gemma":[0.9961935,0.000250241,0.0007075662,0.0001337708,0.00003280238,0.00000755372,0.0002021871,0.000008671464,0.002463702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002227915,"threshold_uncertainty_score":0.006109715,"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."}}