{"id":"W2102994811","doi":"10.1111/ctr.12068","title":"Evaluation of a collaborative chronic care approach to improve outcomes in kidney transplant recipients","year":2013,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Kidney Foundation of Canada","keywords":"Medicine; Kidney disease; Randomized controlled trial; Internal medicine; Incidence (geometry); Transplantation; Collaborative Care; Kidney transplantation; Blood pressure; Intensive care medicine; Emergency medicine; Primary care; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009511785,0.000173931,0.0004618938,0.0001797152,0.0000268804,0.00001885833,0.0001068125,0.0001212745,0.0001495007],"category_scores_gemma":[0.0002288978,0.0001489011,0.000131416,0.0003607718,0.00008322491,0.0001892118,0.000008057222,0.0001623605,0.00005189429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956789,"about_ca_system_score_gemma":0.0008080577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147885,"about_ca_topic_score_gemma":0.0000719251,"domain_scores_codex":[0.9974754,0.0002873284,0.0008123374,0.0004254428,0.0007757097,0.0002238048],"domain_scores_gemma":[0.9986876,0.0001392389,0.0001316553,0.0002753479,0.0005425387,0.0002236207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003145471,0.006085516,0.7719022,0.008416923,0.001618955,0.00004043342,0.02382217,0.003948752,0.007243614,0.002208208,0.001112164,0.1704556],"study_design_scores_gemma":[0.01299091,0.0009103909,0.9763018,0.0007325903,0.001424549,0.000001666084,0.001438697,0.004796913,0.0008637472,0.0002696333,0.00005093462,0.0002181078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725549,0.0001719299,0.001163765,0.000468642,0.0003668212,0.004401925,0.000242045,0.00004301203,0.02058702],"genre_scores_gemma":[0.9972417,0.0002206102,0.001013551,0.0002198851,0.00006831193,0.000531266,0.0006075513,0.0000177536,0.00007937909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2043997,"threshold_uncertainty_score":0.607201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07927504282376562,"score_gpt":0.4113431397772405,"score_spread":0.3320680969534749,"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."}}