{"id":"W2907959302","doi":"10.1111/codi.14548","title":"Assessing the readability, quality and accuracy of online health information for patients with low anterior resection syndrome following surgery for rectal cancer","year":2019,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Sante Montreal; Jewish General Hospital","funders":"","keywords":"Readability; Medicine; Checklist; Online search; Colorectal surgery; Patient education; Rehabilitation; Physical therapy; Surgery; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002985247,0.0001524333,0.0004393607,0.0001054684,0.0007708074,0.00005526043,0.0001080897,0.00008715306,0.00003521388],"category_scores_gemma":[0.003806825,0.0001003473,0.0001298929,0.0002340834,0.00005669011,0.003419375,0.00006454776,0.0002142994,0.000002483046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932773,"about_ca_system_score_gemma":0.001693778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556206,"about_ca_topic_score_gemma":0.0001172959,"domain_scores_codex":[0.9969476,0.0005225139,0.001635111,0.0002138285,0.0002817407,0.0003991478],"domain_scores_gemma":[0.9941677,0.003293828,0.001409497,0.0002804416,0.000620657,0.0002278882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002798531,0.0001586631,0.9670795,0.00824578,0.000022067,4.349791e-8,0.001629718,0.000006997284,0.000005141618,0.00002486238,0.0002313745,0.01979737],"study_design_scores_gemma":[0.001172918,0.0002975921,0.9927056,0.001157309,0.00001797758,1.349213e-7,0.001121874,0.002824244,0.000003907748,0.0001064704,0.0004704541,0.0001214934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899785,0.00007712364,0.0008827526,0.001060094,0.0008177033,0.005792996,0.00132402,0.00004542509,0.0000213783],"genre_scores_gemma":[0.9964024,0.00002057213,0.0003645151,0.001600044,0.00004463939,0.0006951294,0.0008474173,0.00001273634,0.00001256248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02562617,"threshold_uncertainty_score":0.5928506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239328668113968,"score_gpt":0.4660670322938728,"score_spread":0.4136737456127331,"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."}}