{"id":"W1762442364","doi":"10.1007/s13555-015-0077-2","title":"Perceptions on the Psychological Impact of Facial Erythema Associated with Rosacea: Results of International Survey","year":2015,"lang":"en","type":"article","venue":"Dermatology and Therapy","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Rosacea; Erythema; Psychology; Perception; Clinical psychology; Medicine; Dermatology","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":[0.001694908,0.0002015054,0.0002208949,0.0006219601,0.0002236143,0.0003667935,0.0001771374,0.0003227705,0.002141405],"category_scores_gemma":[0.003010574,0.0001313293,0.0004487968,0.00053382,0.0002491598,0.0005461393,0.0005874956,0.0005591177,0.0002678225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869073,"about_ca_system_score_gemma":0.000152212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016291,"about_ca_topic_score_gemma":0.001328197,"domain_scores_codex":[0.9992582,0.0002577495,0.0001120128,0.00007044927,0.0001922164,0.0001093275],"domain_scores_gemma":[0.9969799,0.0006741513,0.001379265,0.0001508347,0.0004417544,0.0003740944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008755211,0.0001491583,0.9902052,0.00006969553,0.00005212632,0.00004245513,0.001207469,0.00006375003,0.0003132555,0.00002094856,0.0003887577,0.007399793],"study_design_scores_gemma":[0.000004028707,0.0001471763,0.9979838,0.00001295483,0.000009401094,0.00008119044,0.001196531,0.00005199579,0.00006402146,0.000007757519,0.0004374386,0.000003578807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996895,0.0002038059,0.0001388838,0.000100048,0.000008106664,0.00007396214,0.0006730634,0.000005796009,0.001901419],"genre_scores_gemma":[0.9989856,0.0001580303,0.0001311091,0.00004743422,0.000006711308,0.0000312294,0.0003317899,0.000001885309,0.0003063365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002141405,"threshold_uncertainty_score":0.008963585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179059397305979,"score_gpt":0.3655215687370648,"score_spread":0.293730974764005,"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."}}