{"id":"W7133064536","doi":"","title":"Development, Validation, and Implementation of a Clinical Decision Tool for Blood Pressure Management in Patients on Hemodialysis","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Discontinuation; Hemodialysis; Blood pressure; Cohort; Incidence (geometry); Cohort study; Risk factor; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03842824,0.0004492602,0.0006536564,0.001711687,0.0009251363,0.00282726,0.001038306,0.0009352623,0.001969235],"category_scores_gemma":[0.09725756,0.0003234871,0.0009753267,0.001215758,0.0005812831,0.001440334,0.001354097,0.00175511,0.0006083588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168423,"about_ca_system_score_gemma":0.007496785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030413,"about_ca_topic_score_gemma":0.001830958,"domain_scores_codex":[0.9745293,0.01646652,0.003993441,0.0006315415,0.003633532,0.0007456033],"domain_scores_gemma":[0.9094745,0.06389858,0.006094467,0.002596621,0.01536955,0.002566267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007396525,0.009323345,0.2829588,0.001070488,0.0001870332,0.0003712944,0.007575642,0.002019038,0.001930739,0.001530074,0.01284165,0.6794523],"study_design_scores_gemma":[0.003208881,0.02223463,0.7800651,0.005407013,0.0007318216,0.002225426,0.02847774,0.06010999,0.01483939,0.006092738,0.0760633,0.0005439791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330657,0.0006113841,0.02720253,0.005531882,0.0004705623,0.02050764,0.0008837858,0.0004415043,0.01128507],"genre_scores_gemma":[0.6949449,0.0007678101,0.289774,0.001140928,0.0001287643,0.01021539,0.00124319,0.00005239194,0.001732597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03842824,"threshold_uncertainty_score":0.2032303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557328155499877,"score_gpt":0.404692836062272,"score_spread":0.3791195545072732,"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."}}