{"id":"W4413220718","doi":"10.58931/cect.2025.4261","title":"Unmasking Ocular Rosacea: Diagnostic Challenges and Evolving Management","year":2025,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"Jewish General Hospital","keywords":"Rosacea; Dermatology; Medicine; Optometry; Ophthalmology","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":[0.004770504,0.000916102,0.001715377,0.002869421,0.002658898,0.003730632,0.001937038,0.003939361,0.002393575],"category_scores_gemma":[0.01728787,0.0004354429,0.0008246063,0.001173326,0.002498673,0.006112851,0.002656392,0.01154142,0.001246975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002910842,"about_ca_system_score_gemma":0.005520161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009150558,"about_ca_topic_score_gemma":0.01825193,"domain_scores_codex":[0.9968334,0.0005361558,0.0005081621,0.0003209089,0.001350386,0.0004510899],"domain_scores_gemma":[0.989695,0.002890082,0.0008497119,0.0003068501,0.004774611,0.001483821],"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":[0.0001388634,0.0003014218,0.03577278,0.001395868,0.00009438656,0.03494494,0.001403824,0.001007606,0.002939247,0.01085113,0.10144,0.80971],"study_design_scores_gemma":[0.0001445877,0.0005735612,0.03530553,0.02509792,0.0003748471,0.3400593,0.02277492,0.007361027,0.002570697,0.09159734,0.4737344,0.0004058705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02770791,0.4288601,0.02215103,0.4841701,0.009208877,0.0002111097,0.0001876754,0.0003782183,0.02712502],"genre_scores_gemma":[0.3063328,0.4434907,0.07509803,0.1144104,0.05448313,0.0002057973,0.000723875,0.0002431645,0.005012173],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009150558,"threshold_uncertainty_score":0.02522916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006559515843133972,"score_gpt":0.2414243380818784,"score_spread":0.2348648222387444,"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."}}