{"id":"W2162501919","doi":"10.1186/1471-2369-8-10","title":"Strategies to reduce clinical inertia in hypertensive kidney transplant recipients","year":2007,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Nephrology; Internal medicine; Blood pressure; Kidney transplant; Retrospective cohort study; Kidney transplantation; Logistic regression; Cohort; Cohort study; Kidney","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":[0.001107533,0.0003374913,0.0004565323,0.001033432,0.0006776378,0.0007024542,0.0005566409,0.0008007853,0.00259453],"category_scores_gemma":[0.008484369,0.0001158423,0.000379783,0.0004515208,0.000285747,0.0004735229,0.0007676932,0.000828965,0.0002897832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462189,"about_ca_system_score_gemma":0.001105873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569627,"about_ca_topic_score_gemma":0.002452357,"domain_scores_codex":[0.9992834,0.0003172047,0.00008625226,0.0000609867,0.0001350712,0.0001171648],"domain_scores_gemma":[0.9968281,0.0008654552,0.001017746,0.00007688761,0.0002058634,0.001005942],"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":[0.000966514,0.00536909,0.3683842,0.001513455,0.0003014586,0.00122913,0.001544217,0.001121411,0.001807717,0.001400525,0.03119893,0.5851634],"study_design_scores_gemma":[0.00148759,0.004115097,0.9417877,0.002391662,0.0005067007,0.003180412,0.003403851,0.004902906,0.001776314,0.004510824,0.03184334,0.00009362264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027779,0.02615084,0.006048064,0.04562214,0.0008732961,0.0005843495,0.000258503,0.0006140126,0.01707091],"genre_scores_gemma":[0.9791192,0.005561243,0.006066226,0.006099746,0.001537455,0.0003726724,0.0002408206,0.00001586341,0.0009867438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00259453,"threshold_uncertainty_score":0.008679569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028239437789645,"score_gpt":0.3771301079211725,"score_spread":0.316847713543276,"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."}}