{"id":"W132214818","doi":"","title":"Antibiotic resistance: shifting the paradigm in topical acne treatment.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acne; Antibiotics; Benzoyl peroxide; Dermatology; Cochrane Library; Antibiotic resistance; Acne treatment; MEDLINE; Surgery; Randomized controlled trial; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01425251,0.0008556556,0.001944873,0.006225297,0.001215996,0.003717551,0.001625533,0.004902969,0.0040504],"category_scores_gemma":[0.02486817,0.0006096619,0.001209309,0.005994545,0.003894327,0.00637695,0.002088314,0.003831464,0.0009828593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006863248,"about_ca_system_score_gemma":0.01432313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205328,"about_ca_topic_score_gemma":0.02726043,"domain_scores_codex":[0.9901512,0.003697339,0.002292491,0.0007864423,0.002817069,0.0002556136],"domain_scores_gemma":[0.9638048,0.02121375,0.005973759,0.0004611044,0.007842488,0.0007041786],"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":[0.0002401098,0.00004983494,0.001496311,0.1223801,0.0002156637,0.000633505,0.001234782,0.0001925499,0.0008980904,0.006005125,0.09820759,0.7684464],"study_design_scores_gemma":[0.0001182531,0.0002891405,0.009740358,0.2045615,0.0008146015,0.004816252,0.003267706,0.0002844168,0.0006106995,0.008823311,0.7665841,0.00008967113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004269273,0.961887,0.0002586668,0.03357781,0.002256876,0.0000297069,0.00004834333,0.00001311282,0.001501554],"genre_scores_gemma":[0.01016239,0.9501612,0.001688688,0.03273549,0.003856041,0.00007692906,0.0001111047,0.00001320119,0.001194989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01425251,"threshold_uncertainty_score":0.07537538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204220021265385,"score_gpt":0.2443610974928065,"score_spread":0.223939095366268,"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."}}