{"id":"W2408656883","doi":"10.1177/1203475416650427","title":"Canadian Clinical Practice Guidelines for Rosacea","year":2016,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; University of Alberta; Université Laval; Université de Montréal; University of Toronto; University of Windsor; Western University; University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; Queen's University","funders":"Galderma","keywords":"Rosacea; Medicine; Dermatology; Psychological intervention; Erythema; Quality of life (healthcare); Intensive care medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002729442,0.0004059252,0.004231711,0.0005796941,0.0001142165,0.00001684557,0.0000879619,0.0004729187,0.00009152552],"category_scores_gemma":[0.01790596,0.0001827478,0.001129067,0.0001420535,0.0001199022,0.00009207003,0.00001445865,0.0004370192,0.00001196335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621409,"about_ca_system_score_gemma":0.003522335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000621279,"about_ca_topic_score_gemma":0.0001469375,"domain_scores_codex":[0.9962361,0.0001706416,0.002542269,0.000259479,0.0003924737,0.0003989904],"domain_scores_gemma":[0.9877443,0.007620197,0.001555608,0.0002476932,0.001806507,0.001025666],"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":[0.0001030142,0.00003606194,0.00002630986,0.002269791,0.0007133011,0.004411118,0.00001225728,1.07811e-8,5.195594e-8,0.000005355143,0.38737,0.6050527],"study_design_scores_gemma":[0.000651331,0.001052789,0.000001504549,0.04404217,0.005449506,0.05297766,0.00005741617,0.000001181028,5.842041e-8,0.00002070329,0.8955799,0.0001657545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001632087,0.9732158,0.00004715786,0.02348375,0.001983039,0.0005014655,0.00002540803,0.000008185817,0.0007189218],"genre_scores_gemma":[0.000005256567,0.982936,0.0009613429,0.00638527,0.007201888,0.000007818281,0.00003015455,0.00005888946,0.002413396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6048869,"threshold_uncertainty_score":0.9903666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191976427934842,"score_gpt":0.4945027670575632,"score_spread":0.275305124264079,"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."}}