{"id":"W2559849100","doi":"10.1111/tid.12648","title":"Risk factors for the development of <i><scp>C</scp>lostridium difficile</i> infection in adult allogeneic hematopoietic stem cell transplant recipients: A single‐center study in <scp>Q</scp>uébec, <scp>C</scp>anada","year":2016,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"National Institutes of Health; Merck","keywords":"Medicine; Odds ratio; Hematopoietic stem cell transplantation; Mucositis; Transplantation; Internal medicine; Clostridium difficile; Risk factor; Cytomegalovirus; Incidence (geometry); Surgery; Immunology; Antibiotics; Herpesviridae; Viral disease; Virus; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008667416,0.001120873,0.001353311,0.001009084,0.0004392587,0.0000919784,0.0005453874,0.000406546,0.00002193696],"category_scores_gemma":[0.001069421,0.0007769443,0.0006585371,0.001293285,0.0002525471,0.0002409465,0.00009357007,0.000885019,0.00005039187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096695,"about_ca_system_score_gemma":0.001032862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463938,"about_ca_topic_score_gemma":0.008989976,"domain_scores_codex":[0.9925558,0.0005577391,0.00206013,0.001455384,0.001555938,0.001814998],"domain_scores_gemma":[0.9898172,0.007290442,0.00054527,0.001016217,0.000387024,0.0009438594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004821175,0.01351807,0.9272752,0.001390264,0.0005611076,0.0003017955,0.01864282,0.000330936,0.03566208,0.00001391319,0.000692289,0.001129395],"study_design_scores_gemma":[0.03960359,0.004035481,0.4186432,0.003708235,0.002551703,0.0001613815,0.009773989,0.0003659146,0.5161628,0.00005769303,0.0043487,0.0005873373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898524,0.0006943853,0.0008909272,0.00007702853,0.0006302245,0.00542664,0.00175752,0.0002148482,0.0004560751],"genre_scores_gemma":[0.9946154,0.003126884,0.00001537537,0.00009041568,0.0001703981,0.001020085,0.0002593059,0.000183291,0.0005187958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5086319,"threshold_uncertainty_score":0.9994681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017470824335566,"score_gpt":0.2492788667592115,"score_spread":0.2291041585158559,"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."}}