{"id":"W4399086332","doi":"10.1177/12034754241254051","title":"A Review of Intense Pulsed Light in the Treatment of Ocular Rosacea","year":2024,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Toronto; McMaster University","funders":"","keywords":"Rosacea; Medicine; Intense pulsed light; Dermatology; Adverse effect; Demodex; Dry skin; Meibomian gland; Ophthalmology; Internal medicine; Eyelid","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":[0.001073154,0.00098023,0.002306221,0.005447954,0.000397815,0.001192909,0.001017771,0.001205342,0.004760976],"category_scores_gemma":[0.002811043,0.0004015143,0.001696693,0.005534186,0.0004135001,0.001316153,0.0006105947,0.0009362454,0.0006457357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008087395,"about_ca_system_score_gemma":0.00209833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810613,"about_ca_topic_score_gemma":0.004600086,"domain_scores_codex":[0.9991666,0.0002009489,0.0002688944,0.00008986355,0.0002355507,0.00003810484],"domain_scores_gemma":[0.9981709,0.001250572,0.0002996962,0.00002505463,0.000216485,0.00003732606],"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":[0.0001551564,0.00005843016,0.000238533,0.4993862,0.0007241917,0.0002795834,0.0002000118,0.0002083843,0.0007546567,0.0009630607,0.01435423,0.4826775],"study_design_scores_gemma":[0.0001212238,0.0003996014,0.003761815,0.359958,0.006349632,0.00390454,0.0003613895,0.0001526266,0.0006836295,0.001204003,0.6230493,0.00005417778],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007567872,0.9995751,0.0000239439,0.00004807809,0.00005619655,0.000009166149,0.00001412282,0.000001674044,0.0001959558],"genre_scores_gemma":[0.0005841034,0.999108,0.00008755984,0.00007667501,0.00004097101,0.0000101377,0.00001783117,6.154086e-7,0.00007402291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005447954,"threshold_uncertainty_score":0.01592708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05950478811826678,"score_gpt":0.3649503743735914,"score_spread":0.3054455862553246,"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."}}