{"id":"W3123103654","doi":"10.2196/25602","title":"Quality and Readability of Web-Based Information for Patients With Pancreatic Cysts: DISCERN and Readability Test Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Reading (process); Medicine; Quality (philosophy); Test (biology); Information quality; Pancreatic cancer; Medical education; Internal medicine; Computer science; Cancer; Information system","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":[0.002838197,0.000263075,0.0005900984,0.004881378,0.0002260422,0.001323269,0.0003762857,0.0004387765,0.002810255],"category_scores_gemma":[0.02633089,0.0001282025,0.0009274512,0.002490657,0.0003204834,0.001354744,0.0009514894,0.0005088407,0.0003940533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427447,"about_ca_system_score_gemma":0.0003471973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519669,"about_ca_topic_score_gemma":0.001677946,"domain_scores_codex":[0.9980389,0.0004872477,0.0005207307,0.0001773193,0.0006679439,0.0001078712],"domain_scores_gemma":[0.9716385,0.01455516,0.009652463,0.0006367689,0.002608419,0.0009086915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004054736,0.0001448891,0.9835707,0.0001679634,0.0001563015,0.0001041323,0.0005405362,0.0001903248,0.0001893724,0.00004034145,0.0006378049,0.01385217],"study_design_scores_gemma":[0.00002420606,0.0003459574,0.9955958,0.00008835962,0.00009673028,0.0003603015,0.0009393615,0.001275168,0.0004270649,0.00009097112,0.0007364956,0.00001961529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958102,0.000565547,0.0003569644,0.0001098746,0.00001050269,0.00007295374,0.001491471,0.00003591208,0.001546631],"genre_scores_gemma":[0.9975929,0.0002011212,0.0007474988,0.0000336591,0.00001171716,0.00005487113,0.001043228,0.000009049235,0.0003058657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004881378,"threshold_uncertainty_score":0.01501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271677220389842,"score_gpt":0.4391850339030443,"score_spread":0.4064682616991458,"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."}}