{"id":"W3024109368","doi":"","title":"Patient Preferences and Therapeutic Satisfaction with Topical Agents for Rosacea: A Survey-Based Study.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Rosacea; Medicine; Dermatology Life Quality Index; Dermatology; Patient satisfaction; Medical prescription; Quality of life (healthcare); Acne; Psychological intervention; Surgery; Psoriasis; Psychiatry; Pharmacology","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":[0.001788622,0.0001549144,0.0003151811,0.0006067557,0.0004171794,0.0006574471,0.0002708265,0.0005108037,0.002337321],"category_scores_gemma":[0.004542716,0.0002908999,0.0005182983,0.00121621,0.0002636085,0.0008804259,0.0005961103,0.0007796023,0.0004418594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401591,"about_ca_system_score_gemma":0.0004080486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055097,"about_ca_topic_score_gemma":0.005289755,"domain_scores_codex":[0.9986175,0.00054726,0.0002136316,0.0001583419,0.0002995262,0.0001637013],"domain_scores_gemma":[0.9961197,0.0007965381,0.002170913,0.0001214598,0.0002896133,0.0005017837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005621287,0.0001667821,0.9976785,0.00002582794,0.00004050352,0.00003053755,0.0003226173,0.00001440992,0.0000569303,0.000009455123,0.0002426596,0.001355596],"study_design_scores_gemma":[0.0000251048,0.000337533,0.9979278,0.00001544721,0.00002429026,0.0001890268,0.0009144464,0.0001717152,0.0000263478,0.000008470161,0.0003543667,0.000005426743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985136,0.0001523633,0.00005389823,0.0001313924,0.000003519265,0.00004172992,0.000642675,0.000002800873,0.0004579576],"genre_scores_gemma":[0.9992645,0.00007918889,0.00008742819,0.0001771629,0.0000050111,0.00003406095,0.0002601138,0.000001144359,0.00009121367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004055097,"threshold_uncertainty_score":0.009459198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05588427790424948,"score_gpt":0.2835068240945064,"score_spread":0.227622546190257,"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."}}