{"id":"W2056630919","doi":"10.1016/j.det.2010.03.015","title":"Innovative Use of Topical Metronidazole","year":2010,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus","funders":"","keywords":"Rosacea; Metronidazole; Medicine; Dermatology; Antimicrobial; Nitroimidazole; Papulopustular; Antibiotics; Acne; Pathology; Microbiology","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":[0.0001150401,0.0003055523,0.002395557,0.0001254896,0.00004334244,0.00001082493,0.0001073857,0.0008589777,0.00005404276],"category_scores_gemma":[0.0004758885,0.0001719149,0.0004990267,0.0003649617,0.0001420752,0.00003798917,0.00009164852,0.0007719898,0.00006818261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002837046,"about_ca_system_score_gemma":0.0002770678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004852211,"about_ca_topic_score_gemma":0.000001485049,"domain_scores_codex":[0.9984288,0.00009051222,0.0008322053,0.0002775782,0.0001516102,0.0002193559],"domain_scores_gemma":[0.9981727,0.0006529347,0.0004894501,0.0004636464,0.000132013,0.00008924033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001355324,0.0003436161,0.003100066,0.005673761,0.0003639011,0.0002736515,0.00002506977,2.562656e-8,1.933294e-7,0.0007645789,0.002673532,0.9867681],"study_design_scores_gemma":[0.0003877108,0.0001960863,0.0001748831,0.002265197,0.001088669,0.0004161581,0.000008444916,0.000005046646,0.000004961056,0.0000252187,0.9952798,0.000147817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001493472,0.9961774,0.00004460557,0.00006854201,0.0003939622,0.0006938106,0.00004233826,0.00004029705,0.001045607],"genre_scores_gemma":[0.0001261467,0.9970218,0.001555069,0.0003064575,0.00009123637,0.00003368574,0.0002623607,0.0000238049,0.0005794333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9926063,"threshold_uncertainty_score":0.7010486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674125059350004,"score_gpt":0.436990109621297,"score_spread":0.2695776036862966,"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."}}