{"id":"W2979353414","doi":"10.1016/j.jvs.2019.08.230","title":"YouTube as a source of patient information for abdominal aortic aneurysms","year":2019,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Intraclass correlation; Reliability (semiconductor); Test (biology); The Internet; Descriptive statistics; Surgery; Statistics; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004762312,0.0001123602,0.0005330067,0.0003470341,0.0001596207,0.00001484788,0.0001301975,0.0001429315,0.0004708141],"category_scores_gemma":[0.001958099,0.00008403617,0.00044818,0.0002105789,0.00002176106,0.002212041,0.0000364286,0.0003962662,0.0001537741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106999,"about_ca_system_score_gemma":0.0008614384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005479122,"about_ca_topic_score_gemma":8.056803e-7,"domain_scores_codex":[0.9954141,0.0003443862,0.003341312,0.00006765479,0.0005213555,0.0003112296],"domain_scores_gemma":[0.9940052,0.001203824,0.003067126,0.0002713109,0.001282659,0.0001699013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002376384,0.0003598611,0.7161421,0.009459514,0.0002478589,0.00000255243,0.03090875,0.0006281962,0.0001981741,0.0004049834,0.0173264,0.2219452],"study_design_scores_gemma":[0.004230719,0.000943772,0.1620316,0.002268715,0.0001578706,0.00006565515,0.01484015,0.00839015,0.0007738742,0.0006754234,0.805139,0.0004831069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894656,0.000120271,0.007423089,0.0002069996,0.001525251,0.0006826461,0.000007968544,0.00001095019,0.0005572544],"genre_scores_gemma":[0.996154,0.00005993358,0.001023991,0.002510943,0.0001411514,0.00002025584,0.00001749861,0.000009783585,0.00006245251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7878126,"threshold_uncertainty_score":0.5155084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226467430167264,"score_gpt":0.3572649405373249,"score_spread":0.3350002662356523,"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."}}