{"id":"W3201023713","doi":"10.1128/mbio.01763-21","title":"Model Systems to Study the Chronic, Polymicrobial Infections in Cystic Fibrosis: Current Approaches and Exploring Future Directions","year":2021,"lang":"en","type":"article","venue":"mBio","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Guelph","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Human Genome Research Institute; National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Diseases; Medical Research Council; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Nottingham; National Science Foundation; Canadian Institutes of Health Research; National Institute of General Medical Sciences; National Institute for Health and Care Research; Government of Canada; Cystic Fibrosis Trust; Cystic Fibrosis Foundation; Paul G. Allen Family Foundation; UK Research and Innovation","keywords":"Cystic fibrosis; Intensive care medicine; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01002257,0.001465281,0.002506405,0.001478962,0.001268201,0.004134964,0.003325594,0.002228822,0.002430862],"category_scores_gemma":[0.004317063,0.0008894726,0.001945517,0.0009974227,0.004374571,0.005217913,0.003875623,0.006425892,0.0007186893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703105,"about_ca_system_score_gemma":0.003258839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817769,"about_ca_topic_score_gemma":0.003836425,"domain_scores_codex":[0.9975382,0.001382019,0.0001441172,0.0002471307,0.0004914772,0.000197004],"domain_scores_gemma":[0.9957386,0.002406812,0.0003564989,0.0005286176,0.0004885665,0.0004809003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003552683,0.0008437961,0.005073572,0.004942928,0.0003981601,0.0003393136,0.001578197,0.03744359,0.03817295,0.7592696,0.018901,0.1326816],"study_design_scores_gemma":[0.0002276359,0.0016363,0.002170193,0.002017191,0.0002729646,0.0005791984,0.001594324,0.06899875,0.01341039,0.563526,0.3453231,0.0002441282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03170168,0.2426061,0.6351241,0.06536479,0.003078409,0.0007775363,0.0007913158,0.0009269558,0.01962903],"genre_scores_gemma":[0.2127562,0.2693719,0.496543,0.007616025,0.001745696,0.003443197,0.001597136,0.0002996368,0.006627271],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01002257,"threshold_uncertainty_score":0.05300504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08826486137067804,"score_gpt":0.3224702720866676,"score_spread":0.2342054107159895,"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."}}