{"id":"W2927738140","doi":"10.1016/j.jaad.2019.03.063","title":"Improving Wikipedia skin disease content","year":2019,"lang":"en","type":"letter","venue":"Journal of the American Academy of Dermatology","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; MEDLINE; Mentorship; Encyclopedia; Systematic review; Audience measurement; Outreach; Scopus; Medical education; Family medicine; World Wide Web; Library science; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004110691,0.0003588459,0.0003658988,0.001454474,0.004634209,0.004727995,0.0008917089,0.01514946,0.02548285],"category_scores_gemma":[0.04724753,0.0003662903,0.0004960991,0.0005927648,0.001244044,0.004474119,0.003306969,0.01024288,0.01054457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002837059,"about_ca_system_score_gemma":0.005083617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021136,"about_ca_topic_score_gemma":0.02542374,"domain_scores_codex":[0.9966648,0.0009289648,0.000297401,0.0002731579,0.001348793,0.0004868711],"domain_scores_gemma":[0.9641178,0.01702293,0.00138824,0.00111141,0.008906743,0.007452835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001872246,0.00007542517,0.0007806498,0.00003148561,0.000005492415,0.0001841874,0.00009147489,0.00002737323,0.0001614778,0.001233212,0.9732515,0.02413899],"study_design_scores_gemma":[0.00008531476,0.00007601777,0.003020471,0.0002225941,0.00002867451,0.0005093517,0.0008795543,0.0007771317,0.0008257339,0.006455428,0.9870907,0.00002894658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001607086,0.0005091254,0.0002526297,0.9690641,0.01225804,0.00002404065,0.0001110658,0.0001242167,0.01604978],"genre_scores_gemma":[0.02848622,0.001344416,0.001765599,0.861568,0.02928255,0.0001101266,0.0003115241,0.0001670092,0.07696454],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.995272,"threshold_uncertainty_score":0.08524865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957671965986897,"score_gpt":0.3321466605307576,"score_spread":0.3025699408708887,"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."}}