{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108614,0.0001491293,0.0002099051,0.001005006,0.000618535,0.0009072446,0.0004174457,0.0003378126,0.00419923],"category_scores_gemma":[0.004041965,0.0001329217,0.0005290752,0.00142429,0.0002750926,0.0007911997,0.001041602,0.0006971891,0.0003176599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351362,"about_ca_system_score_gemma":0.001571994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03157913,"about_ca_topic_score_gemma":0.03913724,"domain_scores_codex":[0.9989158,0.0001934925,0.0001858021,0.0002322592,0.0002377497,0.0002348931],"domain_scores_gemma":[0.9951205,0.0004811938,0.003151714,0.000140159,0.0003688718,0.000737688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002813599,0.00003522846,0.9936935,0.00003218334,0.00004330361,0.00003355508,0.0001480846,0.00005025286,0.00006020316,0.00007545431,0.0009570661,0.004843013],"study_design_scores_gemma":[0.000001944926,0.00001969717,0.9986017,0.00003567176,0.000008717382,0.0000759344,0.0001664724,0.00007151672,0.00002745209,0.00004630436,0.0009417086,0.000002916406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831409,0.0009615884,0.000352226,0.001387966,0.00003697718,0.00006544597,0.009714621,0.00003985624,0.00430028],"genre_scores_gemma":[0.9942691,0.0004734098,0.0004555984,0.000322405,0.00005408387,0.00005126704,0.003744883,0.000005870454,0.000623447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03157913,"threshold_uncertainty_score":0.06279063,"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."}}