{"id":"W4412046655","doi":"10.2196/67916","title":"Readability of Online Patient Educational Materials for Rosacea: Systematic Web Search and Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Preprint; Rosacea; Computer science; Medicine; Dermatology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02286951,0.0007279356,0.004380348,0.01536774,0.0005557648,0.001903962,0.0011664,0.001117824,0.01025148],"category_scores_gemma":[0.1035325,0.0004360047,0.003340577,0.0108057,0.001163841,0.003906202,0.002053531,0.001089842,0.0008471814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430911,"about_ca_system_score_gemma":0.002722339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282378,"about_ca_topic_score_gemma":0.009071173,"domain_scores_codex":[0.9753578,0.007488768,0.01089801,0.001474793,0.004198891,0.0005816733],"domain_scores_gemma":[0.8065341,0.1412895,0.03977844,0.002595619,0.008742094,0.001060275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004299065,0.0005406378,0.2101646,0.6032795,0.01164581,0.000435056,0.005435699,0.000307336,0.001004618,0.0005165364,0.01411964,0.1482515],"study_design_scores_gemma":[0.001910837,0.002854428,0.6628577,0.2698939,0.02457494,0.001717884,0.006617121,0.001027085,0.001101362,0.001213512,0.02597934,0.0002520194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5917001,0.2998655,0.002573125,0.003350333,0.0003502734,0.007298327,0.0876013,0.0002895839,0.006971541],"genre_scores_gemma":[0.9150976,0.05175518,0.005140482,0.002133752,0.0002534433,0.009223156,0.01475754,0.0001355271,0.00150346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02286951,"threshold_uncertainty_score":0.120947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956586377651141,"score_gpt":0.4426540607709137,"score_spread":0.4030881969944023,"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."}}