{"id":"W2154509583","doi":"10.1186/1757-4749-3-1","title":"Acne vulgaris, probiotics and the gut-brain-skin axis - back to the future?","year":2011,"lang":"en","type":"article","venue":"Gut Pathogens","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":291,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent Park Community Health Centre","funders":"","keywords":"Acne; Medicine; Gut–brain axis; Gut flora; Mood; Anxiety; Dermatology; Immunology; Psychiatry","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":[0.0003205921,0.0001830278,0.0002571117,0.00003176044,0.0002496289,0.00002389085,0.0001141806,0.00009845199,0.0002651897],"category_scores_gemma":[0.00004397675,0.00007541627,0.0001036401,0.0001485761,0.0001240458,0.00002978101,0.0000983124,0.0001545513,0.0003274131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001841756,"about_ca_system_score_gemma":0.00003465272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004113705,"about_ca_topic_score_gemma":0.00006128127,"domain_scores_codex":[0.9990734,0.00008569725,0.0001631713,0.0002411309,0.000146382,0.0002901712],"domain_scores_gemma":[0.9991988,0.00007853238,0.00004813767,0.0004829032,0.00004679304,0.0001448171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004552802,0.001644367,0.03556938,0.0004081198,0.001933112,0.0007652542,0.0835164,0.00000876701,0.0238218,0.01308759,0.6467726,0.1879198],"study_design_scores_gemma":[0.007251168,0.001653811,0.2162148,0.0001313869,0.0007093349,0.0004381786,0.002486482,0.0001233297,0.002300552,0.0004370404,0.7678248,0.0004291644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902657,0.004621569,0.0004865126,0.05637679,0.001105592,0.003554997,0.0001028985,0.00009585333,0.03099875],"genre_scores_gemma":[0.9776985,0.0005054561,0.001991975,0.009121689,0.001124766,0.00005709534,0.00003252402,0.00003949032,0.009428506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874907,"threshold_uncertainty_score":0.4208343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570287768994794,"score_gpt":0.2326478603432588,"score_spread":0.2169449826533109,"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."}}