{"id":"W4210315942","doi":"10.2196/preprints.9707","title":"Web-Based Tailored Intervention to Support Optimal Medication Adherence Among Kidney Transplant Recipients: Pilot Parallel-Group Randomized Controlled Trial (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Kidney transplant; Randomized controlled trial; Medication adherence; Intervention (counseling); Kidney transplantation; Transplantation; Clinical trial; Physical therapy; Internal medicine; Nursing","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":[0.003232014,0.001354346,0.002591937,0.0006434532,0.0008741399,0.001033581,0.0009973148,0.002405909,0.009116397],"category_scores_gemma":[0.005036897,0.0007266756,0.002688241,0.0006186085,0.000985296,0.00107172,0.0008167474,0.001992296,0.0007613523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008589791,"about_ca_system_score_gemma":0.002408458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468884,"about_ca_topic_score_gemma":0.00327541,"domain_scores_codex":[0.9979824,0.001169086,0.0002462818,0.0002297787,0.0001572061,0.0002153535],"domain_scores_gemma":[0.9978575,0.000868808,0.000445667,0.0001814076,0.0002232554,0.0004232322],"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":[0.9338776,0.0447419,0.0005949442,0.001518667,0.001029844,0.00003574997,0.0001090174,0.0002070689,0.0008165786,0.00009764428,0.0006534457,0.01631751],"study_design_scores_gemma":[0.9292846,0.06793045,0.001640605,0.00006144749,0.0003888699,0.000006546528,0.00002631853,0.0002026367,0.0001716459,0.0000500295,0.000228281,0.000008556287],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379563,0.001686946,0.001220923,0.0006809426,0.001141451,0.05459555,0.001155474,0.000184859,0.001377555],"genre_scores_gemma":[0.8794078,0.001950579,0.008338461,0.001377174,0.001038146,0.1040786,0.0008612604,0.00002490315,0.002923069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009116397,"threshold_uncertainty_score":0.03049743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04779541745056307,"score_gpt":0.3777384461380675,"score_spread":0.3299430286875044,"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."}}