{"id":"W2033523437","doi":"10.2310/7750.2013.13154","title":"A Consensus on Acne Management Focused on Specific Patient Features","year":2014,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Windsor; University of Manitoba; University of Toronto; University of Calgary; University of British Columbia","funders":"Allergan; Astellas Pharma; Valeant Pharmaceuticals International","keywords":"Medicine; Acne; Phototype; Psychosocial; Quality of life (healthcare); Dermatology; Disease management; MEDLINE; Disease; Intensive care medicine; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05637879,0.0006177751,0.0009047873,0.003622013,0.004042529,0.002119938,0.00419731,0.003628215,0.00419691],"category_scores_gemma":[0.06308078,0.000403717,0.001198342,0.002017685,0.002935958,0.002655372,0.005993213,0.004739281,0.001489861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006833265,"about_ca_system_score_gemma":0.03323555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060485,"about_ca_topic_score_gemma":0.01460745,"domain_scores_codex":[0.9571501,0.0181052,0.009277113,0.001855284,0.01186527,0.00174704],"domain_scores_gemma":[0.9314585,0.01274346,0.003849614,0.002825443,0.04383692,0.005286178],"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":[0.0003863309,0.0007022747,0.043181,0.006943073,0.0002253001,0.006352773,0.04241226,0.004127785,0.01284819,0.03834492,0.2251481,0.619328],"study_design_scores_gemma":[0.0004006541,0.0007361718,0.03632551,0.0148755,0.000317235,0.01539522,0.05379768,0.009084443,0.005315857,0.07117349,0.7921345,0.0004436212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1187326,0.0164566,0.344835,0.3421167,0.007615996,0.01517544,0.001662828,0.00103828,0.1523665],"genre_scores_gemma":[0.5779433,0.01167036,0.3650339,0.02702191,0.001485266,0.004385759,0.002100981,0.0002253978,0.0101332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05637879,"threshold_uncertainty_score":0.2981631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904854035404965,"score_gpt":0.2489418199595134,"score_spread":0.2298932796054637,"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."}}