{"id":"W2954285250","doi":"10.1128/mbio.00839-19","title":"New Insights into the Intrinsic and Extrinsic Factors That Shape the Human Skin Microbiome","year":2019,"lang":"en","type":"article","venue":"mBio","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Amway Corporation","keywords":"Microbiome; Biology; Bioinformatics","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":[0.0000536257,0.0001451538,0.0002038423,0.00006576187,0.0001928225,0.00003707225,0.0001713269,0.00009205742,0.0005186546],"category_scores_gemma":[0.00001951541,0.00006940061,0.0000737325,0.0001281682,0.0001740909,0.00006817906,0.0001047822,0.0001924228,0.0002249954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806127,"about_ca_system_score_gemma":0.00005258349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599859,"about_ca_topic_score_gemma":0.00007559306,"domain_scores_codex":[0.9993204,0.00005591948,0.0001296763,0.0002095274,0.0001111852,0.0001733056],"domain_scores_gemma":[0.9993015,0.0001233299,0.00005003335,0.0004085396,0.00001978651,0.00009681922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009970125,0.0001330384,0.8914449,0.0001136298,0.0002354896,0.00006941808,0.01170202,1.141813e-7,0.01234505,0.002282496,0.05640877,0.02516543],"study_design_scores_gemma":[0.0009345062,0.00005180314,0.9000595,0.00004680673,0.00009028599,0.00006388981,0.0008134945,0.000004174344,0.008180859,0.0009747433,0.08865995,0.0001199505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910839,0.003919033,0.000002598383,0.002172965,0.0002287091,0.0003641045,0.000001082481,0.00004132577,0.002186295],"genre_scores_gemma":[0.995418,0.00006900444,0.00001250917,0.001434392,0.00007279041,0.000004400812,0.00001800426,0.0000136697,0.002957219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03225118,"threshold_uncertainty_score":0.5678905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452678240928583,"score_gpt":0.2497696007710598,"score_spread":0.2352428183617739,"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."}}