{"id":"W2889562186","doi":"10.1016/j.cct.2018.09.004","title":"Putting patients at the center of kidney care transitions: PREPARE NOW, a cluster randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seven Oaks General Hospital","funders":"National Heart, Lung, and Blood Institute; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Nephrology; Psychological intervention; Kidney disease; Health care; Randomized controlled trial; Intervention (counseling); Family medicine; Psychosocial; Cluster randomised controlled trial; Ambulatory care; Internal medicine; Intensive care medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006395746,0.003003042,0.01034101,0.0005906823,0.001751831,0.002812256,0.001944047,0.005082098,0.01301119],"category_scores_gemma":[0.01253296,0.001430269,0.005360631,0.0009571047,0.003304007,0.004176663,0.001359528,0.006967269,0.001460266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759573,"about_ca_system_score_gemma":0.003482354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384229,"about_ca_topic_score_gemma":0.003666138,"domain_scores_codex":[0.9946949,0.003037643,0.0004764266,0.001037692,0.0002752938,0.000478074],"domain_scores_gemma":[0.9923053,0.003466367,0.001568404,0.0008386876,0.0004897515,0.001331483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9851063,0.003427587,0.0006405646,0.001481978,0.003453946,0.00001946445,0.00007441037,0.0001870469,0.0002259369,0.000233736,0.0008572703,0.004291686],"study_design_scores_gemma":[0.9794341,0.01674385,0.0006177725,0.0001371867,0.002084226,0.0000100482,0.00005179967,0.0002452105,0.00005047587,0.0002767365,0.0003297007,0.00001886997],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307456,0.02144226,0.004715621,0.00548117,0.00429802,0.02677768,0.002272169,0.0003453461,0.003922258],"genre_scores_gemma":[0.9531866,0.004268369,0.008364244,0.003913812,0.001889214,0.02428753,0.001270629,0.0000539822,0.002765565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301119,"threshold_uncertainty_score":0.04352677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790019390683703,"score_gpt":0.5400918818874235,"score_spread":0.2610899428190532,"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."}}