{"id":"W3159799632","doi":"10.1002/0471266949.bmc297","title":"The Gut Microbiome","year":2021,"lang":"en","type":"other","venue":"Burger's Medicinal Chemistry and Drug Discovery","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microbiome; Pace; Enthusiasm; Gut microbiome; Multidisciplinary approach; Biology; Data science; Engineering ethics; Psychology; Bioinformatics; Geography; Computer science; Engineering; Sociology; Social science","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":[0.0006724359,0.0004197056,0.0003086516,0.001000556,0.0008892667,0.003880112,0.000339812,0.001215425,0.0399599],"category_scores_gemma":[0.001141966,0.0001137304,0.0002479167,0.0007808171,0.0008693537,0.0013465,0.002351144,0.001066736,0.01100338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007824029,"about_ca_system_score_gemma":0.001352418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740851,"about_ca_topic_score_gemma":0.001882522,"domain_scores_codex":[0.9994702,0.0001740205,0.00001823977,0.00009083214,0.0001745357,0.00007218815],"domain_scores_gemma":[0.9996094,0.00007169109,0.00005066183,0.00003523176,0.0001025434,0.0001304699],"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":[0.00008352273,0.00005340436,0.004447724,0.00082278,0.00005706994,0.0005227629,0.0005447992,0.0002628642,0.008105317,0.1153671,0.3107317,0.5590008],"study_design_scores_gemma":[0.0000041315,0.00001636314,0.001547236,0.0003580449,0.00000739601,0.0003716886,0.0001803121,0.00006763406,0.0004457816,0.009342859,0.9876521,0.000006558303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0206631,0.2386279,0.01469562,0.09086882,0.01199807,0.0001245313,0.004090819,0.0008981593,0.6180329],"genre_scores_gemma":[0.2562926,0.2534258,0.02856068,0.02716615,0.008083048,0.0002247856,0.002904339,0.0003767035,0.4229659],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0399599,"threshold_uncertainty_score":0.1336792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004778401315590653,"score_gpt":0.2371865748631494,"score_spread":0.2324081735475588,"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."}}