{"id":"W4401194809","doi":"10.2147/ppa.s467142","title":"Video Education and Behavior Contract to Improve Outcomes After Renal Transplantation (VECTOR): A Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta Hospital; Vancouver General Hospital; Alberta Hospital Edmonton; St. Paul's Hospital; Alberta Health Services; Saskatchewan Health Authority; University of Saskatchewan; University of Alberta; Saskatchewan Health","funders":"Saskatchewan Health Research Foundation","keywords":"Medicine; Randomized controlled trial; Transplantation; Kidney transplantation; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002266658,0.0009265128,0.002226797,0.0006209955,0.0005801652,0.0009768724,0.0009206101,0.002280745,0.0109959],"category_scores_gemma":[0.005078967,0.0004472319,0.002014078,0.0006616375,0.0009427219,0.0008397655,0.0005973821,0.002188362,0.0005854972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008402033,"about_ca_system_score_gemma":0.001496616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263978,"about_ca_topic_score_gemma":0.002658116,"domain_scores_codex":[0.9980534,0.00123748,0.0001999739,0.0002180984,0.000126562,0.0001643633],"domain_scores_gemma":[0.9978874,0.001036684,0.0004501003,0.0001127685,0.00009833772,0.0004145574],"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":[0.957162,0.01498881,0.0008099228,0.001649105,0.00171811,0.00002411886,0.00004634336,0.0001877019,0.0004650613,0.0001688949,0.0006124903,0.02216742],"study_design_scores_gemma":[0.966565,0.03068513,0.001313774,0.000122956,0.0006231887,0.00001041318,0.00002133253,0.0002608608,0.00009855656,0.00008739025,0.0002043645,0.000006995885],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743634,0.007794727,0.0009987189,0.00129624,0.001100422,0.01066211,0.001118045,0.0001776277,0.002488686],"genre_scores_gemma":[0.9732618,0.00370916,0.003106852,0.001064209,0.0007634495,0.01525815,0.000562833,0.00001424457,0.002259327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109959,"threshold_uncertainty_score":0.03678495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964236501974061,"score_gpt":0.3058704803949145,"score_spread":0.286228115375174,"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."}}