{"id":"W2005507128","doi":"10.1126/science.1172747","title":"Innate and Adaptive Immunity Cooperate Flexibly to Maintain Host-Microbiota Mutualism","year":2009,"lang":"en","type":"article","venue":"Science","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":502,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute","keywords":"Immune system; Biology; Innate immune system; Acquired immune system; Compartmentalization (fire protection); Immunity; Pattern recognition receptor; Bacteria; Mutualism (biology); Microbiology; Immunology; Receptor; Cell biology; Ecology; Genetics; Enzyme","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":[0.002016678,0.0006071499,0.0007802782,0.0007048969,0.0003761268,0.002007,0.0007807788,0.001002097,0.002202991],"category_scores_gemma":[0.001325977,0.0004835613,0.0004911174,0.0002628108,0.001507456,0.002384901,0.002877247,0.001814165,0.0008576841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006361936,"about_ca_system_score_gemma":0.000649195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001483924,"about_ca_topic_score_gemma":0.0002492071,"domain_scores_codex":[0.9986237,0.0003690887,0.00009489737,0.0001653255,0.0003326905,0.0004142603],"domain_scores_gemma":[0.9987481,0.0002220998,0.0002825545,0.0002388375,0.0001493634,0.0003590036],"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":[0.0008935634,0.000215509,0.01182384,0.0004594203,0.0002455859,0.001525176,0.0008393047,0.002381434,0.8938035,0.02180414,0.001772287,0.06423625],"study_design_scores_gemma":[0.0008669888,0.004511438,0.1684063,0.000704609,0.0006845756,0.008471882,0.003175847,0.02925484,0.5766616,0.1258965,0.08101762,0.0003478172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317662,0.01130692,0.03216551,0.004790666,0.0003750345,0.00008183846,0.00009059918,0.0006113448,0.01881188],"genre_scores_gemma":[0.9892145,0.001510291,0.00644919,0.0005948509,0.0001110403,0.00003353825,0.00004206338,0.00003545079,0.002009034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202991,"threshold_uncertainty_score":0.01066536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113298496981369,"score_gpt":0.2563289487879263,"score_spread":0.2451959638181126,"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."}}