{"id":"W4387942146","doi":"10.2196/47762","title":"The Readability and Quality of Web-Based Patient Information on Nasopharyngeal Carcinoma: Quantitative Content Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Medicine; Nasopharyngeal carcinoma; Medical diagnosis; Disease; Quality (philosophy); World Wide Web; Internal medicine; Computer science; Pathology; Radiation therapy","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":[0.00973371,0.0002242098,0.0007254943,0.006879671,0.0003465669,0.001507322,0.0004366467,0.0003776403,0.00203143],"category_scores_gemma":[0.05258862,0.0001381119,0.00117846,0.005424249,0.00062663,0.001503921,0.001380395,0.0004258736,0.0002476233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009483114,"about_ca_system_score_gemma":0.0006656176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250978,"about_ca_topic_score_gemma":0.001577017,"domain_scores_codex":[0.9935983,0.002312551,0.001483236,0.0004545682,0.001920686,0.0002305871],"domain_scores_gemma":[0.9145166,0.06117285,0.01418383,0.001317736,0.007772985,0.001036174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009272238,0.0002374544,0.9526196,0.00135311,0.0007627727,0.000110579,0.007482727,0.0005296367,0.0009382915,0.0001524474,0.0009911632,0.03389503],"study_design_scores_gemma":[0.00002964375,0.0003814769,0.9893802,0.0002334062,0.0002105683,0.0001929864,0.005376372,0.002054028,0.000608922,0.0001841912,0.001300973,0.00004715575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960819,0.0003473104,0.000473712,0.00009121437,0.000007695768,0.0001802613,0.001815211,0.00001882606,0.0009839227],"genre_scores_gemma":[0.9967422,0.0002008576,0.001111876,0.00004174473,0.0000144451,0.0003089134,0.001341571,0.000009722824,0.000228704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00973371,"threshold_uncertainty_score":0.05147737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009680629484942,"score_gpt":0.5586904861373064,"score_spread":0.2577224231888122,"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."}}