{"id":"W4210427338","doi":"10.2196/preprints.25966","title":"Interprofessional Medication Adherence Program for Patients With Diabetic Kidney Disease: Protocol for a Randomized Controlled and Qualitative Study (PANDIA-IRIS) (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medication adherence; Polypharmacy; Pill; Diabetes mellitus; Kidney disease; Family medicine; 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":[0.0337881,0.002593968,0.005321387,0.002252411,0.00385514,0.002553966,0.002787447,0.00343013,0.06106786],"category_scores_gemma":[0.02193953,0.002571141,0.003854494,0.002822801,0.002256303,0.002281266,0.002089267,0.00499312,0.005983236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005398368,"about_ca_system_score_gemma":0.0224535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005948808,"about_ca_topic_score_gemma":0.007885383,"domain_scores_codex":[0.9831923,0.01111009,0.001825736,0.0009913131,0.001323121,0.001557485],"domain_scores_gemma":[0.9880828,0.004296966,0.001614814,0.001406966,0.002828788,0.001769662],"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":[0.5015679,0.1141859,0.006644852,0.08451557,0.002154372,0.001058959,0.01226394,0.005896722,0.004963058,0.009882746,0.0553265,0.2015395],"study_design_scores_gemma":[0.7602386,0.09777164,0.01972227,0.01780895,0.001265885,0.000160161,0.00896275,0.003244086,0.002876959,0.004972105,0.08255479,0.0004218177],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003054058,0.0000903784,0.000657258,0.0001063916,0.00009688423,0.9949206,0.0007610313,0.00002012415,0.0002933294],"genre_scores_gemma":[0.001214473,0.00003919342,0.001151491,0.00005262957,0.00000993933,0.9973615,0.00006009867,0.000001153943,0.000109594],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06106786,"threshold_uncertainty_score":0.2042923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454372848911338,"score_gpt":0.4305823078361159,"score_spread":0.3851450229449821,"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."}}