{"id":"W3085520470","doi":"10.1007/s13187-020-01864-5","title":"Digesting the Contents: an Analysis of Online Colorectal Cancer Education Websites","year":2020,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of Calgary; University of British Columbia","funders":"","keywords":"Readability; Medicine; Colorectal cancer; Descriptive statistics; The Internet; Online search; Patient education; Family medicine; Cancer; World Wide Web; Internal medicine; Computer science; Statistics","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":[0.001888213,0.0002332121,0.0003010586,0.005631234,0.0006334743,0.0019554,0.0003212782,0.000571087,0.002898853],"category_scores_gemma":[0.02943479,0.000198208,0.000625296,0.004384666,0.0003862525,0.002157897,0.001207486,0.0005638078,0.0005280265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006644929,"about_ca_system_score_gemma":0.0008428828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771049,"about_ca_topic_score_gemma":0.006125283,"domain_scores_codex":[0.9980034,0.0006310297,0.0003539116,0.000115988,0.0007257737,0.0001698632],"domain_scores_gemma":[0.9596562,0.02501035,0.006797567,0.0009032397,0.006458729,0.00117402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099912,0.0008291967,0.8877537,0.001084781,0.0001888195,0.0006717326,0.01964508,0.000282029,0.004644762,0.0006397817,0.001441341,0.08171877],"study_design_scores_gemma":[0.0000126407,0.0003900133,0.972894,0.0002990743,0.000221807,0.0008964039,0.01662284,0.001531922,0.001303197,0.0002818912,0.005513953,0.00003228366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954472,0.0002417856,0.0002562872,0.00008596804,0.000007601604,0.00007651925,0.0005976944,0.00002003747,0.003266911],"genre_scores_gemma":[0.9929269,0.0004533833,0.001666948,0.0000857862,0.00001992523,0.00006212142,0.002170478,0.00003952257,0.002574922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005631234,"threshold_uncertainty_score":0.009985983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07545160221015855,"score_gpt":0.5454979314020062,"score_spread":0.4700463291918476,"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."}}