{"id":"W3160907971","doi":"10.1177/09622802211009265","title":"Functional joint models for chronic kidney disease in kidney transplant recipients","year":2021,"lang":"en","type":"article","venue":"Statistical Methods in Medical Research","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Kidney disease; Renal function; Kidney transplantation; Medicine; Kidney; Transplantation; Intensive care medicine; Internal medicine","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":[0.007236918,0.001965901,0.002103303,0.001558897,0.0006960943,0.002102403,0.00369848,0.002334386,0.006125562],"category_scores_gemma":[0.01011068,0.0007524495,0.002866747,0.001499714,0.001780786,0.002573584,0.002706948,0.002876843,0.0008685403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064705,"about_ca_system_score_gemma":0.002705371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771094,"about_ca_topic_score_gemma":0.01422536,"domain_scores_codex":[0.9964249,0.001986972,0.0001453145,0.0006113925,0.000373336,0.0004582069],"domain_scores_gemma":[0.9946026,0.003395117,0.0006438293,0.0002804098,0.0007286163,0.0003493866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001495064,0.0001310516,0.01047785,0.0002264038,0.0003467067,0.0004103483,0.0003637894,0.6074587,0.0004007923,0.3547941,0.004660825,0.02057992],"study_design_scores_gemma":[0.00003218171,0.0000883998,0.00134542,0.00003810079,0.00009375373,0.00008341357,0.00007534106,0.8962372,0.00007399539,0.09956217,0.002330823,0.00003923608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02716259,0.001759738,0.963649,0.002149039,0.0002674649,0.0001053835,0.0009444421,0.0001932883,0.003769103],"genre_scores_gemma":[0.8504935,0.003848742,0.1085426,0.0009578806,0.0007072759,0.001668059,0.003468015,0.000203009,0.03011081],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01771094,"threshold_uncertainty_score":0.03827292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3647057370632163,"score_gpt":0.5578741015699356,"score_spread":0.1931683645067193,"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."}}