{"id":"W23963413","doi":"10.69645/dyts2022","title":"Introduction to microbiota: agents for health and disease","year":2011,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disease; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005649729,0.0001037484,0.0001092501,0.00008886351,0.0008427922,0.00002713425,0.0001978749,0.0000593933,0.00004854704],"category_scores_gemma":[0.000189512,0.00007446785,0.00004579964,0.00046252,0.0004288429,0.000005432044,0.0000913733,0.00005988312,0.00001274603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930965,"about_ca_system_score_gemma":0.0008364358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007923105,"about_ca_topic_score_gemma":0.00008119267,"domain_scores_codex":[0.998821,0.00006526153,0.0002070218,0.0004529264,0.0001231846,0.0003305727],"domain_scores_gemma":[0.9989705,0.00001173124,0.00006641978,0.0001747223,0.00005272601,0.0007238962],"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":[0.0002019302,0.0001211339,0.0006470824,0.00003865375,0.00001661391,2.270763e-7,0.0003963239,0.000001733649,0.02931992,0.0001367839,0.9678293,0.001290306],"study_design_scores_gemma":[0.0004506191,0.001406096,0.009918503,0.00001128742,0.00001095593,0.00001672281,0.0002656878,0.00008862015,0.0004923617,0.000201391,0.9869859,0.0001519102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7077405,0.00481096,0.05751689,0.2170315,0.007280855,0.00449545,0.0002472569,0.0001177746,0.0007588044],"genre_scores_gemma":[0.9313121,0.0006449288,0.009087053,0.04367125,0.00415133,0.0002254722,0.0001607406,0.00003395696,0.01071314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235716,"threshold_uncertainty_score":0.6482162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538452228614093,"score_gpt":0.3016924294884012,"score_spread":0.2763079072022603,"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."}}