{"id":"W2910588927","doi":"10.1002/prp2.453","title":"Development and validation of PART (Pharmacotherapy Assessment in Renal Transplant Patients) criteria to assess drug‐related problems in an outpatient renal transplant population: A cross‐sectional study","year":2019,"lang":"en","type":"article","venue":"Pharmacology Research & Perspectives","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Santé Montérégie; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"Université de Montréal","keywords":"Medicine; Pharmacotherapy; Cross-sectional study; Intensive care medicine; Drug; Kidney transplantation; Population; Kidney transplant; Internal medicine; Transplantation; Emergency medicine; Pharmacology; Pathology","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":[0.01800887,0.0004571814,0.0005184708,0.00151696,0.0006629037,0.000953168,0.0005613061,0.0010407,0.0007183354],"category_scores_gemma":[0.02888974,0.0006442917,0.0007897805,0.0009226428,0.0005443209,0.001104041,0.001312905,0.0008451408,0.0003132868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005656133,"about_ca_system_score_gemma":0.001270443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007099,"about_ca_topic_score_gemma":0.005003129,"domain_scores_codex":[0.9897093,0.005813389,0.001368061,0.0007760618,0.001891518,0.0004417659],"domain_scores_gemma":[0.971846,0.01108814,0.005716391,0.00249807,0.007483711,0.001367683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008401041,0.0003263074,0.9960951,0.00001771775,0.00004017282,0.00002190943,0.0003774289,0.00006577848,0.0002382135,0.00001785042,0.00006681816,0.002648605],"study_design_scores_gemma":[0.0000449969,0.001277918,0.9963371,0.00001861013,0.00003817803,0.0002406253,0.0004969882,0.0009596337,0.0002695924,0.00002342053,0.0002825668,0.00001053755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981794,0.00006597191,0.0008142338,0.00002827322,0.000009082871,0.0003652496,0.0001398341,0.000005232759,0.0003927284],"genre_scores_gemma":[0.996062,0.00005890428,0.002959056,0.00006324655,0.00001048965,0.0003667357,0.0003652547,0.000005357751,0.0001089706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800887,"threshold_uncertainty_score":0.09524119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2087952292186818,"score_gpt":0.5235513994274298,"score_spread":0.3147561702087479,"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."}}