{"id":"W3095460255","doi":"10.1016/j.jmig.2020.08.283","title":"Assessing Readability and Quality of Online Patient Directed Information on Hysterectomies","year":2020,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Readability; Medicine; Hysterectomy; Reading (process); Quality (philosophy); Patient education; Psychological intervention; MEDLINE; Information quality; Medical physics; Family medicine; Surgery; Information system; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.003243892,0.0002288998,0.0004787393,0.002072741,0.0002281142,0.001328941,0.0003501122,0.0007119763,0.003982389],"category_scores_gemma":[0.05269907,0.0002163775,0.001181504,0.001223125,0.0002631839,0.001565014,0.0008391941,0.0007080882,0.0005214009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004499968,"about_ca_system_score_gemma":0.0003588914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089798,"about_ca_topic_score_gemma":0.004491373,"domain_scores_codex":[0.9971572,0.0008281652,0.000729536,0.0002398197,0.0008665636,0.0001786918],"domain_scores_gemma":[0.9418635,0.03591737,0.01509738,0.00122413,0.004663442,0.001234241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001124529,0.0006118621,0.9742342,0.0002317344,0.0003278829,0.00009708153,0.001577922,0.0002179291,0.0005337504,0.00004432513,0.0004125064,0.02058621],"study_design_scores_gemma":[0.00002728248,0.0009034453,0.9962382,0.00009089919,0.0001335267,0.0001849176,0.000731235,0.0006930223,0.000495952,0.00005958121,0.0004212627,0.00002067544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974011,0.0003336966,0.0001508481,0.0000756192,0.00001242185,0.00003378767,0.0005273439,0.00001619203,0.001449018],"genre_scores_gemma":[0.9980149,0.0001967016,0.0003793038,0.00008196099,0.00002716322,0.00002866768,0.0005243358,0.00001125979,0.0007357625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982389,"threshold_uncertainty_score":0.01715553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151536421567869,"score_gpt":0.4381092252254379,"score_spread":0.322955583068651,"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."}}