{"id":"W2794268703","doi":"10.2196/resprot.9078","title":"Improving Transplant Medication Safety Through a Pharmacist-Empowered, Patient-Centered, mHealth-Based Intervention: TRANSAFE Rx Study Protocol","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; mHealth; Psychological intervention; Pharmacist; Randomized controlled trial; Patient safety; Clinical pharmacy; Health care; Clinical trial; Adverse effect; Intervention (counseling); Emergency medicine; Intensive care medicine; Family medicine; Nursing; Pharmacy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01860773,0.004077329,0.005595481,0.001686067,0.004598899,0.003602263,0.003409295,0.004948523,0.06677271],"category_scores_gemma":[0.0161311,0.002694779,0.004053362,0.002073519,0.002611993,0.003288064,0.002407172,0.008467918,0.01480826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005548123,"about_ca_system_score_gemma":0.03187073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553626,"about_ca_topic_score_gemma":0.01104034,"domain_scores_codex":[0.9912922,0.004320723,0.001081145,0.001300029,0.000893486,0.001112412],"domain_scores_gemma":[0.991314,0.001637868,0.001419235,0.0006845613,0.002761596,0.002182653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5847904,0.09901456,0.008177103,0.0586184,0.002614863,0.001119585,0.003120676,0.004925373,0.004192038,0.01122052,0.09180828,0.1303982],"study_design_scores_gemma":[0.7122301,0.07437917,0.01811481,0.01444984,0.001899206,0.0002694597,0.001427716,0.003742814,0.002530097,0.007192089,0.1633756,0.0003890315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002138722,0.0002203356,0.001038673,0.0002358052,0.0001586036,0.9926941,0.002262182,0.00003961035,0.001211936],"genre_scores_gemma":[0.001792695,0.0001345512,0.001105908,0.0001340296,0.00002716583,0.9961785,0.0002888523,0.000003888107,0.0003344674],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06677271,"threshold_uncertainty_score":0.2233769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2427245430126695,"score_gpt":0.5694871131915936,"score_spread":0.3267625701789242,"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."}}