{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001925923,0.0001308722,0.0002852532,0.000341863,0.0005785462,0.0008578434,0.0003241048,0.0004051589,0.001380184],"category_scores_gemma":[0.005041461,0.0001314581,0.0004330806,0.0006192538,0.000259451,0.0006322402,0.0005796539,0.0006491677,0.0001655648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000590517,"about_ca_system_score_gemma":0.0007252027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004588137,"about_ca_topic_score_gemma":0.004544709,"domain_scores_codex":[0.9983746,0.0004712788,0.0001931444,0.0002017022,0.0003737149,0.0003855665],"domain_scores_gemma":[0.9961154,0.0005596617,0.002250455,0.0001477798,0.0003329126,0.0005936705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156298,0.0001522711,0.9968088,0.00001330575,0.00002626988,0.00003525777,0.0001891406,0.00001399487,0.00006246263,0.000006277126,0.00003741499,0.002539096],"study_design_scores_gemma":[0.000007146034,0.0005132707,0.9986985,0.00001246495,0.00002252717,0.0001702398,0.0002899666,0.0001000044,0.00008305993,0.000008542315,0.00009078875,0.000003349934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995707,0.00009183244,0.00003197489,0.00003639493,0.000001743451,0.00001250606,0.00005766298,0.000001374761,0.0001958147],"genre_scores_gemma":[0.9997845,0.00003762559,0.00003614737,0.00002885792,0.000003823507,0.000008092343,0.00004605001,5.925079e-7,0.00005426503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004588137,"threshold_uncertainty_score":0.01018542,"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."}}