{"id":"W3150870506","doi":"10.21203/rs.3.rs-135442/v1","title":"Health Literacy Level in a Various Nephrology Population: Predialysis Clinic, in-centre Hemodialysis and Home Dialysis","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université de Montréal; Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Health literacy; Hemodialysis; Nephrology; Dialysis; Internal medicine; Population; Observational study; Home hemodialysis; Kidney disease; Health care; Family medicine; Environmental health","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":[0.0006355383,0.000154039,0.0003287776,0.0008578676,0.0004516416,0.0005905094,0.0002429436,0.000358378,0.00163472],"category_scores_gemma":[0.002753681,0.0001847463,0.0003733223,0.001063438,0.0003919287,0.0005257392,0.0006670732,0.0004170994,0.0001331808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959565,"about_ca_system_score_gemma":0.0004462309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0055536,"about_ca_topic_score_gemma":0.007247395,"domain_scores_codex":[0.9993991,0.0001560367,0.00009196205,0.0001031127,0.00009801079,0.0001517904],"domain_scores_gemma":[0.9985561,0.0002265571,0.0007249758,0.00003626705,0.0001242014,0.0003320083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004390638,0.00004975738,0.9989879,0.000009734754,0.00001490964,0.00004839273,0.0002781627,0.000007644803,0.00007269627,0.000007579843,0.00002412262,0.0004551475],"study_design_scores_gemma":[0.000003638509,0.00009430894,0.9990037,0.000004959461,0.000006985861,0.0001304167,0.000659387,0.00003368463,0.00001839394,0.00000539948,0.00003747785,0.000001551942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997467,0.00005831498,0.00001435932,0.00001736832,0.000001027793,0.000004336348,0.00005282985,3.389178e-7,0.0001046981],"genre_scores_gemma":[0.9998786,0.00001786708,0.0000133689,0.00001234907,0.000001540662,0.000003954468,0.00004171995,1.684841e-7,0.00003034352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0055536,"threshold_uncertainty_score":0.01104254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145830363382409,"score_gpt":0.5347473864308194,"score_spread":0.3889170230484105,"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."}}