{"id":"W1976923360","doi":"10.1001/jama.292.6.726","title":"Treatment of Acne Vulgaris","year":2004,"lang":"en","type":"review","venue":"JAMA","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Acne; Isotretinoin; Dermatology; Randomized controlled trial; Antibiotics; Cochrane Library; Clinical trial; Surgery; Internal medicine","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":[0.0009593771,0.0005432641,0.001050617,0.001596113,0.0004357884,0.0009460728,0.0005429992,0.0010522,0.01489834],"category_scores_gemma":[0.002689077,0.0001513507,0.000845496,0.001185352,0.0003725482,0.000712537,0.0007032948,0.001087029,0.002806476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401999,"about_ca_system_score_gemma":0.0006528545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005042042,"about_ca_topic_score_gemma":0.001202186,"domain_scores_codex":[0.9989898,0.0003953734,0.0001359996,0.0001163171,0.000304623,0.00005796062],"domain_scores_gemma":[0.9991441,0.0002864565,0.0003106087,0.00004295887,0.0001479778,0.00006796488],"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":[0.000945559,0.0003401585,0.001334444,0.06799337,0.0004932228,0.001080476,0.0002085164,0.000207212,0.004948536,0.001222787,0.03806744,0.8831583],"study_design_scores_gemma":[0.002629067,0.004318196,0.0234173,0.06913602,0.002095462,0.02347702,0.000849308,0.0002888753,0.004856178,0.00416052,0.8647165,0.00005563267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004342627,0.982316,0.00046594,0.002042446,0.0006569261,0.0001221865,0.000143449,0.00003955058,0.009871004],"genre_scores_gemma":[0.09490903,0.8901033,0.002508238,0.004285772,0.002294492,0.000271342,0.0003955405,0.00002645542,0.005205808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01489834,"threshold_uncertainty_score":0.04983985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435539072631101,"score_gpt":0.3602700384380948,"score_spread":0.3159146477117838,"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."}}