{"id":"W4411363818","doi":"10.2196/59682","title":"Treatment of Erythematotelangiectatic Rosacea With Collateral Puncture Therapy: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rosacea; Telangiectasia; Erythema; Dermatology; Intense pulsed light; Clinical trial; Randomized controlled trial; Itching; Quality of life (healthcare); Surgery; Dermatology Life Quality Index; Internal medicine; Psoriasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01741107,0.005387475,0.01244036,0.00193943,0.002796191,0.003284319,0.00323913,0.005988794,0.06854668],"category_scores_gemma":[0.01635554,0.002174842,0.004991613,0.002862986,0.002804533,0.002752233,0.001594821,0.007130585,0.008425951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568048,"about_ca_system_score_gemma":0.01161245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852438,"about_ca_topic_score_gemma":0.003768817,"domain_scores_codex":[0.9900464,0.005443199,0.001202321,0.0009758638,0.001113351,0.001218929],"domain_scores_gemma":[0.99195,0.0017199,0.001823514,0.0009042248,0.002138365,0.001463966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.927958,0.01683145,0.0005439626,0.01937905,0.00209122,0.0001544489,0.0002106256,0.0009332765,0.001579131,0.001785428,0.008894922,0.01963864],"study_design_scores_gemma":[0.9678479,0.01759885,0.0007407541,0.001384988,0.0006584572,0.00002552636,0.00006075194,0.0006165938,0.0002989275,0.0006527234,0.01007264,0.0000419002],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003164505,0.000597613,0.000833907,0.0001898154,0.0004255451,0.9927739,0.001039399,0.00009691465,0.0008782872],"genre_scores_gemma":[0.003663341,0.0002890628,0.001433361,0.0002010411,0.0000746177,0.9936621,0.0001856564,0.000005374786,0.0004854566],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06854668,"threshold_uncertainty_score":0.2293115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136455288901151,"score_gpt":0.5373134131434494,"score_spread":0.4236678842533342,"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."}}