{"id":"W3100414698","doi":"10.1111/tid.13509","title":"Lifelong, universal <i>Pneumocystis jirovecii</i> pneumonia prophylaxis: Patient uptake and adherence after kidney transplant","year":2020,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Winnipeg Regional Health Authority","funders":"Health Research","keywords":"Medicine; Tolerability; Internal medicine; Pneumocystis jirovecii; Pneumocystis pneumonia; Population; Retrospective cohort study; Cohort; Regimen; Antibiotic prophylaxis; Pneumonia; Adverse effect; Surgery; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000553723,0.0006434168,0.0006389801,0.0001682591,0.00022423,0.00008700696,0.0001099597,0.0001768266,0.0002473161],"category_scores_gemma":[0.00005078037,0.0005697039,0.0003109434,0.0003817266,0.0001798814,0.0002188223,0.00003037083,0.0004990876,0.0001968737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357271,"about_ca_system_score_gemma":0.0003489584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000961826,"about_ca_topic_score_gemma":0.00003457957,"domain_scores_codex":[0.9971419,0.000109642,0.0005698449,0.000976283,0.0005735876,0.0006287487],"domain_scores_gemma":[0.9963866,0.00006129785,0.0001286902,0.0004083926,0.0000904,0.002924656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03300896,0.004896753,0.7435958,0.005051394,0.001956223,0.05064414,0.01158256,0.0001778889,0.1072984,0.0004574256,0.0008917291,0.0404387],"study_design_scores_gemma":[0.02032861,0.01580907,0.9164386,0.002061899,0.004607946,0.004060434,0.0002061378,0.002511698,0.006047247,0.0001666853,0.02509849,0.002663212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914306,0.0006877641,0.0004371479,0.002470909,0.0003417944,0.001414709,0.001573352,0.0006327406,0.001011023],"genre_scores_gemma":[0.9928825,0.0009265434,0.00005654054,0.005385915,0.0001618185,0.0002367412,0.0001667856,0.00008518215,0.00009791943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1728427,"threshold_uncertainty_score":0.9996755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008603293888259237,"score_gpt":0.2049559082221973,"score_spread":0.1963526143339381,"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."}}