{"id":"W4416407957","doi":"10.1177/17103568251394017","title":"<i>Letter:</i> ACD Literacy: Characterizing Patient Knowledge and Challenges after Patch Testing for Future Educational Targets","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch testing; MEDLINE; Patient education; Medical knowledge","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":[0.001192662,0.0004447756,0.0006453475,0.0005387882,0.002315871,0.002213046,0.0008826312,0.01931557,0.02492182],"category_scores_gemma":[0.01748066,0.000294143,0.0007666678,0.0003648747,0.0007893607,0.001385723,0.0008061869,0.01141833,0.01230281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444321,"about_ca_system_score_gemma":0.003769826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043866,"about_ca_topic_score_gemma":0.01800152,"domain_scores_codex":[0.9988575,0.0001784515,0.0001554986,0.0001436382,0.0003571241,0.000307803],"domain_scores_gemma":[0.9912421,0.003234796,0.0006759105,0.0001999715,0.002984952,0.001662341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002248836,0.00003985113,0.001554924,0.00002111981,0.000003341914,0.0005099685,0.00007035266,0.00001234773,0.000126364,0.0001911521,0.9913156,0.006132496],"study_design_scores_gemma":[0.00007742808,0.0002496531,0.01463748,0.0007683318,0.00004081021,0.005428764,0.002561016,0.0005625424,0.0006774264,0.002374246,0.9725394,0.00008298791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001456434,0.0001794716,0.0000729468,0.9802137,0.01177302,0.00002387632,0.0001938511,0.0000799182,0.006006842],"genre_scores_gemma":[0.01134733,0.000454295,0.0003374236,0.9491209,0.01597356,0.00006774132,0.0001339425,0.00005182216,0.02251291],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02492182,"threshold_uncertainty_score":0.08337182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2510566957098863,"score_gpt":0.4645670851895644,"score_spread":0.213510389479678,"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."}}