{"id":"W2519499948","doi":"10.1111/hdi.12470","title":"Collection of daily patient reported outcomes is feasible and demonstrates differential patient experience in chronic kidney disease","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Prom; Kidney disease; Dialysis; Hemodialysis; Physical therapy; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01753388,0.0003272865,0.0006960137,0.0009367277,0.0004991902,0.00172959,0.000466739,0.0006282306,0.00297151],"category_scores_gemma":[0.03773064,0.0001965581,0.0009193093,0.001610309,0.000564984,0.001015656,0.00181346,0.0006228974,0.0007626564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004078886,"about_ca_system_score_gemma":0.0005893742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004930684,"about_ca_topic_score_gemma":0.0009897538,"domain_scores_codex":[0.9788707,0.01314168,0.002340602,0.001400105,0.003566856,0.0006800264],"domain_scores_gemma":[0.9589531,0.01898284,0.01434436,0.002509487,0.004005941,0.001204212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007971487,0.0003969911,0.93858,0.0004293807,0.0002162155,0.00005592529,0.001299613,0.0002361764,0.0005722623,0.0001482235,0.001482761,0.05578533],"study_design_scores_gemma":[0.000036896,0.0009482944,0.9948924,0.0001229334,0.00005747312,0.00022438,0.0006664056,0.0004805585,0.0004022122,0.0002841922,0.001856153,0.00002815964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985444,0.000765081,0.004462895,0.0004687755,0.00005188607,0.0006346834,0.002227919,0.0000754922,0.005869101],"genre_scores_gemma":[0.9933909,0.000330672,0.00355647,0.0002308117,0.0000621629,0.0007974788,0.001171835,0.00001515898,0.000444489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753388,"threshold_uncertainty_score":0.09272915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827856775507783,"score_gpt":0.2793275733594714,"score_spread":0.2610490056043935,"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."}}