{"id":"W3159925312","doi":"10.1186/s12882-021-02368-0","title":"Annual wellness visits and care management before and after dialysis initiation","year":2021,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"Office of Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs; Centers for Medicare and Medicaid Services; U.S. Department of Health and Human Services","keywords":"Medicine; Dialysis; Nephrology; Comorbidity; Internal medicine; Odds ratio; Managed care; Cohort; Emergency medicine; Family medicine; Intensive care medicine; Health care","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":[0.0002944251,0.00006926337,0.0001856718,0.00007076283,0.000049534,0.00000609885,0.00001210443,0.00009312124,0.0001241836],"category_scores_gemma":[0.00001726798,0.00006691334,0.00006428184,0.0001003925,0.00002539759,0.00004965537,0.00005597169,0.00006958629,0.00001370441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002135505,"about_ca_system_score_gemma":0.00003066727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003770971,"about_ca_topic_score_gemma":0.0001673781,"domain_scores_codex":[0.9990702,0.0003444446,0.0001351948,0.0002201334,0.0001012534,0.0001287937],"domain_scores_gemma":[0.9996558,0.00001139397,0.00002483119,0.0001488515,0.00007847354,0.00008067635],"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":[0.0001818617,0.0001204235,0.1348321,0.002508111,0.0005193759,0.0005879548,0.005177883,0.000004291776,0.0001243911,0.0009981742,0.0002517354,0.8546937],"study_design_scores_gemma":[0.001564282,0.0001121749,0.9759401,0.00002909314,0.0003571977,0.0001824047,0.001215726,0.00003238238,0.00008954723,0.0001800339,0.02023557,0.00006149114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888254,0.001903386,0.007571821,0.0007300873,0.00009717228,0.0002880673,0.00001209055,0.00002552834,0.0005463995],"genre_scores_gemma":[0.9971156,0.000267954,0.0007527874,0.00124641,0.000121399,0.00006138367,0.00008150042,0.000008319604,0.000344674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546322,"threshold_uncertainty_score":0.2728647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008646893491911592,"score_gpt":0.2727002499246651,"score_spread":0.2640533564327535,"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."}}