{"id":"W1969002789","doi":"10.1046/j.1365-2168.2000.01544-18.x","title":"Fungal prophylaxis in biliopancreatic surgery in immunocompromised patients","year":2000,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Perioperative; Pancreas transplantation; Immunosuppression; Surgery; Chemoprophylaxis; Antibiotic prophylaxis; Transplantation; Incidence (geometry); Kidney transplantation; Internal medicine; 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":[0.0002318886,0.0001233116,0.00019762,0.0002579516,0.0004356555,0.0003634686,0.0000728069,0.0002229622,0.001600456],"category_scores_gemma":[0.001555277,0.000074452,0.0001362523,0.0002642069,0.000159272,0.0001265226,0.0002574872,0.000246713,0.0001107809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134364,"about_ca_system_score_gemma":0.0002515592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085357,"about_ca_topic_score_gemma":0.0005343904,"domain_scores_codex":[0.9998171,0.00007211713,0.00002296412,0.00001799582,0.0000209662,0.00004885663],"domain_scores_gemma":[0.9993097,0.0002058658,0.0002222037,0.00001729977,0.00002960733,0.0002153202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005626378,0.0001615984,0.9903824,0.00005086298,0.00001979331,0.001144611,0.0001192951,0.00004750768,0.0006450557,0.00002238643,0.000170146,0.006673821],"study_design_scores_gemma":[0.0001248374,0.003340025,0.9878348,0.00006550342,0.00004835852,0.005851663,0.0006185092,0.0002758529,0.0005072455,0.0001041378,0.001221475,0.000007633273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985064,0.0009445628,0.0000353284,0.00005901826,0.000006933286,0.000008152441,0.00002287017,0.000001309899,0.0004154345],"genre_scores_gemma":[0.999421,0.0003425371,0.00006426989,0.00006684782,0.0000152233,0.000008832563,0.00003011976,3.689959e-7,0.00005085669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001600456,"threshold_uncertainty_score":0.005354047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537415967635948,"score_gpt":0.2227820553863226,"score_spread":0.2074078957099631,"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."}}