{"id":"W2950056419","doi":"10.1093/ndt/gfz106.fp707","title":"FP707FRAILTY INTERVENTION TRIAL IN END STAGE PATIENTS ON HAEMODIALYSIS (FITNESS): AN OVERVIEW OF STUDY COHORT AND OUTCOME MEASURES TO DATE","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Hemodialysis; End stage renal disease; Outcome (game theory); Intervention (counseling); Cohort study; Physical therapy; Stage (stratigraphy); Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005001107,0.0006233289,0.002201926,0.0004540639,0.000364915,0.001080187,0.0005095376,0.001485319,0.002292329],"category_scores_gemma":[0.002705821,0.0002312521,0.001653218,0.0008125977,0.0002585768,0.0005849946,0.000465328,0.0008247104,0.0004118023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512175,"about_ca_system_score_gemma":0.001066512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009590823,"about_ca_topic_score_gemma":0.002065785,"domain_scores_codex":[0.998625,0.0007855017,0.0001563852,0.0001630465,0.000138358,0.0001316518],"domain_scores_gemma":[0.9990987,0.0003059023,0.0002706639,0.00006380268,0.0001413629,0.0001195996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4140883,0.006609058,0.1425404,0.04461597,0.02902288,0.0004618552,0.0005961679,0.001210364,0.003011162,0.002177288,0.0180957,0.3375709],"study_design_scores_gemma":[0.2206753,0.07703241,0.5854111,0.02265313,0.03973078,0.001167945,0.0005601237,0.001383932,0.0009531879,0.002085134,0.04811632,0.0002306191],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5439442,0.414809,0.003009852,0.003703484,0.0009188674,0.01352431,0.01074136,0.00008949794,0.009259381],"genre_scores_gemma":[0.8426067,0.08817908,0.006689913,0.004081047,0.001319039,0.0415725,0.01102792,0.00003915268,0.004484621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005001107,"threshold_uncertainty_score":0.02644873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05514361723500157,"score_gpt":0.3469951075627647,"score_spread":0.2918514903277632,"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."}}