{"id":"W1510686606","doi":"10.1159/000359977","title":"Metagenomics and Innate Immunity - A Unique Partnership or a Battlefield?","year":2014,"lang":"en","type":"editorial","venue":"Journal of Innate Immunity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Metagenomics; Biology; Innate immune system; Genome; Computational biology; Genomics; Microbiome; Human microbiome; Comparative genomics; Genetics; Gene; Immune system","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":[0.00624662,0.001197557,0.002913405,0.001563955,0.002329082,0.01202061,0.0028524,0.009808252,0.01184904],"category_scores_gemma":[0.004652879,0.0007704833,0.0009969529,0.00155692,0.008129925,0.01449667,0.006711326,0.01513701,0.002469225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275896,"about_ca_system_score_gemma":0.003511068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000553233,"about_ca_topic_score_gemma":0.001408972,"domain_scores_codex":[0.9971233,0.0006213184,0.0002171293,0.0006028739,0.00100788,0.0004274205],"domain_scores_gemma":[0.9930561,0.003411747,0.0005198509,0.0003504613,0.0007036816,0.001958216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003309104,0.0001461768,0.001847876,0.003794813,0.000302934,0.0008796848,0.001433735,0.0001844925,0.004875138,0.06042216,0.6243597,0.3014224],"study_design_scores_gemma":[0.00002796555,0.0001008898,0.001469435,0.001345964,0.00007527168,0.0009737634,0.00136221,0.0001681619,0.0004887607,0.03140675,0.9625313,0.00004965338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002110799,0.5406666,0.0024423,0.3013625,0.1488042,0.00002743855,0.0001422722,0.0001557655,0.004288056],"genre_scores_gemma":[0.01504217,0.4466433,0.002617694,0.1189849,0.4054798,0.00005173172,0.0001897148,0.0001763359,0.01081438],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01202061,"threshold_uncertainty_score":0.039639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792657591565329,"score_gpt":0.3017085406955405,"score_spread":0.2837819647798872,"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."}}