{"id":"W4391425034","doi":"10.1101/2024.01.31.24301198","title":"Prevalence of ocular manifestations in cutaneous rosacea: Protocol for a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"medRxiv","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Canadian Federation of University Women","keywords":"Rosacea; Medicine; Dermatology; Grading (engineering); Meta-analysis; Systematic review; Population; MEDLINE; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08363696,0.005679174,0.01877662,0.01059285,0.003250203,0.006710795,0.004951469,0.006725451,0.07536288],"category_scores_gemma":[0.142831,0.005685786,0.03128452,0.01050526,0.003328188,0.006604753,0.004594136,0.006292495,0.007513191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010074,"about_ca_system_score_gemma":0.03496934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005225177,"about_ca_topic_score_gemma":0.009540303,"domain_scores_codex":[0.9522716,0.02064979,0.01618179,0.003812115,0.005462185,0.001622491],"domain_scores_gemma":[0.9415423,0.02562786,0.01209008,0.006833233,0.01244638,0.001460128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00882928,0.000259979,0.00113382,0.9137862,0.01452281,0.0003993099,0.001117153,0.001553567,0.000955982,0.004726538,0.0307843,0.02193118],"study_design_scores_gemma":[0.07267268,0.003559038,0.01222709,0.5624741,0.07968187,0.000745543,0.001582105,0.00336128,0.002651136,0.02529883,0.2347712,0.000975169],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004990071,0.003443744,0.002801716,0.000579085,0.00049482,0.9814656,0.01001458,0.000169678,0.0005316879],"genre_scores_gemma":[0.0004011859,0.0006056066,0.002107481,0.0001880496,0.0000221571,0.9959841,0.0005512949,0.000007954891,0.0001321235],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08363696,"threshold_uncertainty_score":0.4423198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002648901477556,"score_gpt":0.4305407095415727,"score_spread":0.3302758193938171,"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."}}