{"id":"W2936329979","doi":"10.7554/elife.47626","title":"Health, ecology and the microbiome","year":2019,"lang":"en","type":"article","venue":"eLife","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Microbiome; Ecology; Human microbiome; Human health; Environmental ethics; Disease; Engineering ethics; Data science; Biology; Sociology; Medicine; Computer science; Bioinformatics; Engineering; Philosophy","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":[0.002839946,0.0004276347,0.0005497579,0.001237248,0.003471253,0.006048095,0.0004873394,0.002627045,0.004077404],"category_scores_gemma":[0.002132507,0.0002227243,0.0002589696,0.0007421118,0.0247163,0.005127887,0.00498187,0.003182524,0.0006807768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094837,"about_ca_system_score_gemma":0.00263661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00450069,"about_ca_topic_score_gemma":0.004727456,"domain_scores_codex":[0.9984716,0.000899368,0.00003515998,0.0002302865,0.0001727467,0.0001909659],"domain_scores_gemma":[0.9988675,0.0005914636,0.000149066,0.00008180227,0.00008578177,0.0002244446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005219378,0.00003127713,0.00522389,0.0002277408,0.00003268911,0.0002580632,0.009201643,0.0004084373,0.00134592,0.8988391,0.01233689,0.07204228],"study_design_scores_gemma":[0.00001378671,0.00005407519,0.006540964,0.0005564612,0.00001475387,0.0005015784,0.009949521,0.0002574207,0.0004456725,0.7114874,0.2701463,0.00003206536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0682978,0.2983644,0.02949954,0.4224517,0.004665321,0.00004931359,0.0002165825,0.0001748829,0.1762804],"genre_scores_gemma":[0.7890331,0.1150781,0.02038218,0.04949709,0.003849997,0.0001045695,0.00009833167,0.00006876989,0.02188784],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006048095,"threshold_uncertainty_score":0.01519918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212543680914429,"score_gpt":0.2405980060285722,"score_spread":0.2284725692194279,"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."}}