{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051022,0.0002868746,0.0004958702,0.000897259,0.0003274351,0.001256841,0.0002037346,0.0003895149,0.001701737],"category_scores_gemma":[0.001244868,0.0002365259,0.0003884855,0.0006867442,0.0007061229,0.00143478,0.0009069169,0.0006744309,0.0002566671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051802,"about_ca_system_score_gemma":0.0003786612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009858749,"about_ca_topic_score_gemma":0.003614701,"domain_scores_codex":[0.9994112,0.0002221892,0.00003389097,0.0001606657,0.0001121016,0.00005994153],"domain_scores_gemma":[0.9993425,0.0002137048,0.0001805491,0.00009646705,0.00009243992,0.00007429528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006290238,0.0002129878,0.3702624,0.001398469,0.000375957,0.0007735612,0.004283031,0.001127718,0.3658691,0.005414341,0.001976119,0.2476773],"study_design_scores_gemma":[0.00001050321,0.0003469649,0.9360333,0.0004565049,0.0002038715,0.001705118,0.003021434,0.002639886,0.01506714,0.01036429,0.03007573,0.00007519286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055948,0.05376399,0.02675247,0.003490798,0.0002256564,0.00004332379,0.001589497,0.00009831955,0.008441224],"genre_scores_gemma":[0.9652781,0.01649728,0.01498099,0.00108344,0.0003955427,0.00002839612,0.0005389779,0.00005411023,0.001143119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701737,"threshold_uncertainty_score":0.005692899,"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."}}