{"id":"W2888626625","doi":"10.12788/j.sder.2018.024","title":"Current Concepts in Acne Pathogenesis: Pathways to Inflammation","year":2018,"lang":"en","type":"article","venue":"Seminars in Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Acne; Inflammation; Pathogenesis; Inflammasome; Proinflammatory cytokine; Propionibacterium acnes; Immune system; Immunology; Innate immune system; Bioinformatics; Dermatology; Biology","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":[0.002149184,0.0009218467,0.0012272,0.001510501,0.0007485985,0.003765523,0.001584495,0.003538505,0.009672537],"category_scores_gemma":[0.001615984,0.0002360572,0.0005797239,0.00172003,0.003286528,0.006025043,0.001516533,0.005935448,0.004091362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388074,"about_ca_system_score_gemma":0.002046932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005402343,"about_ca_topic_score_gemma":0.0008880423,"domain_scores_codex":[0.9994304,0.0001680539,0.00007408289,0.00009272707,0.0001646264,0.00007010737],"domain_scores_gemma":[0.9980866,0.000654926,0.0001960542,0.0001033527,0.0005928277,0.000366197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004654812,0.0003204094,0.0008356969,0.01414979,0.00009010252,0.0006763324,0.0005064066,0.0004289077,0.005222381,0.05301241,0.1065175,0.8177746],"study_design_scores_gemma":[0.0000357346,0.0002805543,0.0008675881,0.003506871,0.00007582133,0.001165527,0.000559622,0.0002206616,0.0007743023,0.04916826,0.9433114,0.00003363582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003500739,0.9717016,0.001071554,0.02006251,0.003714185,0.00001132694,0.00002988429,0.00004008291,0.003018728],"genre_scores_gemma":[0.005221073,0.9755859,0.001162784,0.006537102,0.009036941,0.00003440262,0.00005601783,0.000009511961,0.002356226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009672537,"threshold_uncertainty_score":0.03235781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965540523944067,"score_gpt":0.3124268968112647,"score_spread":0.282771491571824,"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."}}