{"id":"W2469128422","doi":"10.1016/j.cgh.2016.06.029","title":"Variable Quality and Readability of Patient-oriented Websites on Colorectal Cancer Screening","year":2016,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Readability; Medicine; Quality Score; Grade level; LIDA; Reading (process); Quality (philosophy); Family medicine; Colorectal cancer; Ranking (information retrieval); Cancer; Internal medicine; Information retrieval; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004405204,0.0002319528,0.000396447,0.00248814,0.0002820698,0.001968914,0.0005100566,0.001116721,0.004918584],"category_scores_gemma":[0.07049311,0.0002666225,0.001226375,0.001846792,0.0004598156,0.002050771,0.001076875,0.001082544,0.0004557221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005622405,"about_ca_system_score_gemma":0.0003758982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004110175,"about_ca_topic_score_gemma":0.004922352,"domain_scores_codex":[0.9956053,0.001677898,0.0009946348,0.0003607738,0.001101057,0.0002603625],"domain_scores_gemma":[0.9116126,0.05498827,0.02295762,0.002829222,0.00568533,0.00192696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007443376,0.0003465976,0.9852122,0.0001342135,0.0003016771,0.0001057096,0.002076895,0.0001739184,0.0004393917,0.00006976724,0.0003160915,0.01007914],"study_design_scores_gemma":[0.00001318799,0.0002074324,0.9978244,0.00005864267,0.00007936653,0.0001366893,0.0007491926,0.0003863701,0.000206742,0.00009501422,0.0002306558,0.00001237347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975944,0.0003172825,0.00008811802,0.0001081166,0.00001107137,0.00001454053,0.0002816071,0.00001186442,0.001573013],"genre_scores_gemma":[0.999199,0.00009258915,0.0001301966,0.00005095719,0.00001592045,0.000007207271,0.0002332637,0.00001175864,0.000259193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004918584,"threshold_uncertainty_score":0.02329719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09205654374936786,"score_gpt":0.4899427919037529,"score_spread":0.397886248154385,"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."}}