{"id":"W2171097914","doi":"10.2310/7750.2009.08055","title":"Effect of Quality of Life Impact and Clinical Severity on Adherence to Topical Acne Treatment","year":2009,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Mediprobe Research (Canada); Institute of Cosmetic and Laser Surgery; McMaster University; Windsor Clinical Research; Université Laval; Lynde Centre for Dermatology; University of British Columbia; Centre de Recherche Dermatologique du Québec Métropolitain; Memorial University of Newfoundland","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Acne; Quality of life (healthcare); Topical medication; Observational study; Dermatology Life Quality Index; Severity of illness; Dermatology; Internal medicine; Physical therapy; Disease","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":[0.002789162,0.0001835627,0.0004231724,0.0006766401,0.0002831217,0.0005663659,0.0002531878,0.0003769813,0.002220254],"category_scores_gemma":[0.01279454,0.0001272887,0.0008744276,0.0006757215,0.00031048,0.0003341617,0.0004188752,0.0007822877,0.0001369086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507133,"about_ca_system_score_gemma":0.0003179995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034367,"about_ca_topic_score_gemma":0.002047733,"domain_scores_codex":[0.9967206,0.001546421,0.0003445581,0.0002534228,0.0008557337,0.0002792315],"domain_scores_gemma":[0.9827285,0.006272241,0.00785264,0.0004523051,0.001124562,0.001569803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749319,0.000101999,0.9969857,0.00001749351,0.0001290227,0.00001837398,0.00003729569,0.00004897243,0.00004842372,0.000006353331,0.00003138405,0.002400027],"study_design_scores_gemma":[0.000005416328,0.0001745889,0.9995143,0.000007017677,0.00003762661,0.00004727169,0.00002603383,0.000121288,0.00001738383,0.000007320902,0.00004001674,0.000001745907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980457,0.0007046791,0.00008211711,0.0001065077,0.000007299235,0.00001904956,0.0001448521,0.000002993798,0.0008868762],"genre_scores_gemma":[0.9997368,0.00006911204,0.00004566024,0.00001425874,0.000008038922,0.000005739819,0.0000709809,7.880612e-7,0.00004858241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002789162,"threshold_uncertainty_score":0.01475066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06299063326960473,"score_gpt":0.4262854762684797,"score_spread":0.363294842998875,"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."}}