{"id":"W3029121927","doi":"10.1200/jco.2020.38.15_suppl.e24184","title":"Quality assessment of online hepatocellular carcinoma patient education materials.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Readability; Medicine; Grading (engineering); Hepatocellular carcinoma; Online search; Accountability; Quality (philosophy); Internal medicine; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1959949,0.0007960166,0.003995858,0.02047979,0.001041744,0.004380995,0.002460506,0.001269646,0.01127252],"category_scores_gemma":[0.4554647,0.0006228517,0.008406373,0.01988822,0.001259436,0.004043919,0.004474147,0.001173922,0.001379434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004555183,"about_ca_system_score_gemma":0.009259693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342965,"about_ca_topic_score_gemma":0.004172986,"domain_scores_codex":[0.8060943,0.07998207,0.06825924,0.004059687,0.03996031,0.001644473],"domain_scores_gemma":[0.4309979,0.3721924,0.1041772,0.01327366,0.07579833,0.003560566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00512066,0.0009765359,0.2511652,0.1102055,0.006236145,0.0002202437,0.004387282,0.0008591237,0.000387735,0.001328141,0.01598565,0.6031278],"study_design_scores_gemma":[0.003950505,0.006613554,0.7798345,0.09023447,0.01444569,0.0007817701,0.007377271,0.007463535,0.003767339,0.00390809,0.08112369,0.0004995249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5639222,0.08908861,0.04161106,0.01338352,0.001244755,0.09273086,0.1593198,0.001937434,0.03676178],"genre_scores_gemma":[0.8221354,0.01469209,0.07754435,0.001858311,0.0003195892,0.05144576,0.02953221,0.0002062014,0.002266122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959949,"threshold_uncertainty_score":0.9914814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.363279194208377,"score_gpt":0.6331169512850903,"score_spread":0.2698377570767133,"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."}}