{"id":"W3123326375","doi":"10.1038/s41575-020-00397-y","title":"Gastrointestinal biofilms in health and disease","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Gastroenterology & Hepatology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":271,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biofilm; Multicellular organism; Biology; Microbiology; Microorganism; Homeostasis; Human gastrointestinal tract; Extracellular polymeric substance; Gastrointestinal tract; Ecology; Bacteria; Cell biology; Cell","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":[0.0008984965,0.001077271,0.001846069,0.001818185,0.0003228401,0.001763205,0.0007411205,0.002209123,0.00384338],"category_scores_gemma":[0.001232284,0.0003485734,0.0003972555,0.00207595,0.0007229858,0.001622877,0.001478527,0.002540237,0.00183484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007268175,"about_ca_system_score_gemma":0.001551566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337346,"about_ca_topic_score_gemma":0.003380802,"domain_scores_codex":[0.9997115,0.00005935443,0.00002732282,0.0000331009,0.0001378161,0.00003095765],"domain_scores_gemma":[0.9995391,0.0001817804,0.00006053012,0.00001452676,0.0001336252,0.00007052852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007036255,0.00004148466,0.0001226241,0.008062148,0.00006134439,0.00008857608,0.00004158011,0.000224694,0.001280029,0.004879771,0.06132038,0.9238071],"study_design_scores_gemma":[0.00002655576,0.0000627387,0.0007873223,0.004186459,0.00008071995,0.0004337396,0.00006605604,0.0001066928,0.0002300548,0.004359599,0.9896387,0.00002133612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000409697,0.9984254,0.0000846959,0.0005285864,0.0004319839,0.000002159282,0.00001100523,0.000004911333,0.0004703663],"genre_scores_gemma":[0.0003056076,0.9983522,0.0001191219,0.0002525528,0.0004809363,0.00000405744,0.00001767342,9.690664e-7,0.0004669274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00384338,"threshold_uncertainty_score":0.01285732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231371206410581,"score_gpt":0.3479578039182413,"score_spread":0.3248206832771832,"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."}}