{"id":"W3080961489","doi":"10.1111/hdi.12869","title":"Patient‐reported outcomes from the investigational device exemption study of the Tablo hemodialysis system","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hemodialysis; Investigational Drugs; Investigational device exemption; Intensive care medicine; Pharmacology; Food and drug administration; Internal medicine; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002971899,0.0002567003,0.0004999221,0.0002774537,0.0003322123,0.00103109,0.0002683557,0.0004113882,0.001744157],"category_scores_gemma":[0.004425209,0.0001151415,0.0005670124,0.0005395149,0.0002438719,0.0004609725,0.0004221296,0.00084242,0.0001989146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568355,"about_ca_system_score_gemma":0.0003051118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004632964,"about_ca_topic_score_gemma":0.0004671033,"domain_scores_codex":[0.9988226,0.0006134729,0.0001238597,0.0001093337,0.0002223538,0.0001084683],"domain_scores_gemma":[0.9943933,0.0009706807,0.003340923,0.0003022664,0.000355751,0.0006370118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01732113,0.001480992,0.9622901,0.0002287899,0.0005640432,0.00008728622,0.0002428475,0.0001978457,0.0009666511,0.00007426213,0.0009263042,0.01561967],"study_design_scores_gemma":[0.001414219,0.004744318,0.9917679,0.00004270473,0.000229385,0.0001642499,0.0001148757,0.0004016414,0.000303054,0.0000343652,0.0007673817,0.00001582336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981332,0.0004258857,0.00007986664,0.00008869794,0.00001362455,0.00004910292,0.0005795567,0.000003337012,0.0006266906],"genre_scores_gemma":[0.9989501,0.0001182114,0.00006590268,0.00008854958,0.00003174213,0.00004155927,0.0005685313,0.000001560033,0.0001338996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002971899,"threshold_uncertainty_score":0.01571709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625709822868301,"score_gpt":0.266230073552744,"score_spread":0.229972975324061,"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."}}