{"id":"W3095752009","doi":"10.2196/10508","title":"Cutaneous Bacteria in the Gut Microbiome as Biomarkers of Systemic Malodor and People Are Allergic to Me (PATM) Conditions: Insights From a Virtually Conducted Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odor; Medicine; Microbiome; Psychiatry; Psychology; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001021567,0.0002627843,0.0009617778,0.000155876,0.00008632482,0.00003080814,0.0003785288,0.0003414525,0.0003853965],"category_scores_gemma":[0.0002369199,0.0002018599,0.000125556,0.0003987057,0.0003298152,0.00006734284,0.000154789,0.0002677174,0.0004364811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001486752,"about_ca_system_score_gemma":0.00006653559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191697,"about_ca_topic_score_gemma":0.0003445823,"domain_scores_codex":[0.9969006,0.001109498,0.001046496,0.0005161564,0.0001161023,0.0003112015],"domain_scores_gemma":[0.9978946,0.00111769,0.0003625571,0.0004087557,0.00008541553,0.0001309918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.09350479,0.003003309,0.1051902,0.0005756867,0.005026499,0.01202319,0.1914816,0.000001778113,0.2725888,0.005428198,0.3106379,0.0005380446],"study_design_scores_gemma":[0.1703386,0.006896947,0.5885723,0.0007521847,0.0009312334,0.02446431,0.1652534,0.00008663066,0.001188745,0.002269129,0.03664786,0.002598654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879577,0.0009703669,0.00001208071,0.008176884,0.0007037949,0.001542129,0.0002120728,0.0000532661,0.000371673],"genre_scores_gemma":[0.99441,0.000060216,0.00006942434,0.0048485,0.0001329815,0.0003187176,0.0001066224,0.00002374089,0.00002978248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4833821,"threshold_uncertainty_score":0.8231606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048814135628856,"score_gpt":0.3495556126432935,"score_spread":0.3007414770144375,"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."}}