{"id":"W1790258399","doi":"10.1111/sdi.12059","title":"An Evaluation of Wikipedia as a Resource for Patient Education in Nephrology","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Readability; Medicine; Credibility; Reading (process); Index (typography); Encyclopedia; MEDLINE; Medical education; Internal medicine; World Wide Web; Computer science; Library 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":[],"consensus_categories":[],"category_scores_codex":[0.04132483,0.0005034128,0.0009130613,0.005384212,0.001183334,0.003646456,0.001087313,0.0007777739,0.001915594],"category_scores_gemma":[0.198583,0.000257834,0.0009748994,0.003020052,0.0009297662,0.00518102,0.002580575,0.0008021367,0.0005179321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033148,"about_ca_system_score_gemma":0.002613549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767217,"about_ca_topic_score_gemma":0.004987158,"domain_scores_codex":[0.965759,0.0192962,0.00358228,0.001193668,0.009573495,0.0005952473],"domain_scores_gemma":[0.6824808,0.2316664,0.02152528,0.006787106,0.0449743,0.01256602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007585372,0.01106649,0.4676445,0.006331038,0.001146432,0.0008823765,0.02581963,0.002808422,0.002108112,0.001499898,0.01316935,0.4599383],"study_design_scores_gemma":[0.001046005,0.02229516,0.892821,0.002476306,0.001391425,0.0009590932,0.0267191,0.01794132,0.004302049,0.001157739,0.02851987,0.0003707521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838324,0.001260367,0.001687069,0.0009928747,0.0001262827,0.001504203,0.0008630544,0.0003025455,0.00943118],"genre_scores_gemma":[0.9859072,0.0007935971,0.009318802,0.000319771,0.0001024012,0.0008841309,0.001321456,0.00007897598,0.001273626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04132483,"threshold_uncertainty_score":0.2185493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347681932903912,"score_gpt":0.3574386832405557,"score_spread":0.3439618639115166,"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."}}