{"id":"W2059052273","doi":"10.4103/1947-2714.103317","title":"Staphylococcus aureus in acne pathogenesis: A case-control study","year":2012,"lang":"en","type":"article","venue":"North American Journal of Medical Sciences","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Isfahan University of Medical Sciences","keywords":"Staphylococcus aureus; Medicine; Acne; Rifampicin; Pathogenesis; Tetracycline; Antibiotics; Clindamycin; Staphylococcal Skin Infections; Dermatology; Staphylococcal infections; Microbiology; Immunology; Pathology; Bacteria; Biology; Tuberculosis","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":[0.002462076,0.0001304786,0.0005119824,0.0002035956,0.0001215123,0.00001669289,0.0001960287,0.0000337508,0.0001474343],"category_scores_gemma":[0.0003229671,0.00006861451,0.0001023194,0.0008122541,0.0004496858,0.000157932,0.00002797714,0.0002775379,0.000006167306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684698,"about_ca_system_score_gemma":0.0003548958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039799,"about_ca_topic_score_gemma":0.000363224,"domain_scores_codex":[0.997412,0.0002217823,0.0004332874,0.0001377695,0.001346288,0.0004488989],"domain_scores_gemma":[0.9985761,0.0002051618,0.0002728212,0.00009983566,0.00004911025,0.0007969664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008921583,0.0009612886,0.8201931,0.000004293162,0.00006144204,0.005991314,0.000813894,0.000007747947,0.00001205558,0.000001867323,0.00006865074,0.1717951],"study_design_scores_gemma":[0.00277363,0.006342521,0.9821149,0.00005826366,0.000153815,0.002962559,0.005117783,0.00008192685,0.000006712539,0.000001791526,0.0002984958,0.00008767476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963746,0.001180858,0.00009888409,0.001818804,0.0002251372,0.0002222924,0.00000315941,0.000006376139,0.00006990813],"genre_scores_gemma":[0.9984764,0.0000957157,0.0002326758,0.0006755097,0.0005000453,0.000005939185,1.872245e-7,0.000005478038,0.000008038586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717074,"threshold_uncertainty_score":0.2798018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368988437139271,"score_gpt":0.3236975541291485,"score_spread":0.3000076697577558,"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."}}