{"id":"W2096780638","doi":"10.1503/cmaj.090374","title":"Management of acne","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Acne; Medical prescription; Psychosocial; Quality of life (healthcare); Medicine; Alternative medicine; Dermatology; Family medicine; Psychiatry; Pathology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004058095,0.0006823991,0.001148809,0.001349317,0.0003074659,0.0006263613,0.0007244601,0.0007682227,0.003748231],"category_scores_gemma":[0.0008699827,0.0001049545,0.0004929435,0.0006488375,0.0002638524,0.0005848015,0.000421805,0.001045111,0.001342768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315671,"about_ca_system_score_gemma":0.0005304509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045441,"about_ca_topic_score_gemma":0.002266093,"domain_scores_codex":[0.999651,0.00006557364,0.0000351456,0.00003711835,0.0001828146,0.00002840914],"domain_scores_gemma":[0.9998122,0.00006718927,0.00004531458,0.000007616748,0.00005021083,0.00001756492],"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":[0.00005683949,0.0000768136,0.0003017875,0.01301169,0.00007786438,0.0005397607,0.00006163782,0.0001573376,0.001838335,0.0007399469,0.01992379,0.9632142],"study_design_scores_gemma":[0.0001164964,0.0003390599,0.00695588,0.02171789,0.0003014014,0.02329156,0.0003050508,0.0002790342,0.001973899,0.002666412,0.9420161,0.00003722391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006150076,0.9951863,0.0003602792,0.0004048189,0.0002596874,0.00001988744,0.00002465209,0.00001438633,0.003114887],"genre_scores_gemma":[0.01118768,0.9846511,0.000979644,0.0006808809,0.0007002666,0.0000199977,0.00007676086,0.000004850191,0.001698884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003748231,"threshold_uncertainty_score":0.01253909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387115016233786,"score_gpt":0.3043491222449282,"score_spread":0.2804779720825903,"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."}}