{"id":"W4402311674","doi":"10.1111/jdv.20315","title":"Low‐dose isotretinoin for the management of rosacea: A systematic review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Rosacea; Medicine; Isotretinoin; Tolerability; Dermatology; Erythema; Adverse effect; Papulopustular; Lesion; Meta-analysis; Randomized controlled trial; Target lesion; Internal medicine; Surgery; Acne","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":[0.007387567,0.001875396,0.01360222,0.004320448,0.0005610037,0.002378219,0.001874434,0.001899071,0.00427819],"category_scores_gemma":[0.01790566,0.0009649649,0.02132189,0.005102258,0.000535947,0.001433649,0.001042602,0.001369452,0.0002769413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927307,"about_ca_system_score_gemma":0.003371541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005535887,"about_ca_topic_score_gemma":0.01404966,"domain_scores_codex":[0.9945382,0.002371784,0.001691552,0.0005327413,0.0006644654,0.0002011039],"domain_scores_gemma":[0.9889277,0.007198338,0.002274934,0.0002793057,0.001119781,0.0001998851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002338011,0.00004813321,0.00277521,0.6569427,0.3184319,0.0001473479,0.00009484055,0.0003293816,0.0003185817,0.0001183073,0.0008067603,0.01764878],"study_design_scores_gemma":[0.001066023,0.0003920921,0.005004166,0.06762289,0.9220641,0.0001410723,0.00007649692,0.000164957,0.0001560399,0.000168071,0.003114267,0.00002978493],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003647766,0.9950992,0.0002274346,0.000148858,0.00008149297,0.0002293698,0.0003282066,0.00001267539,0.000224863],"genre_scores_gemma":[0.1178663,0.8779105,0.001318579,0.0008957188,0.0001919111,0.0009308255,0.0005949182,0.00001668438,0.0002746188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01360222,"threshold_uncertainty_score":0.03906965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473490531504668,"score_gpt":0.3621742366742561,"score_spread":0.3074393313592094,"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."}}