{"id":"W4405386494","doi":"10.1002/cam4.70495","title":"Burden of Antimicrobial Resistance in Adult Hospitalized Patients With Cancer: A Multicenter Analysis","year":2024,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Centers for Disease Control and Prevention; BD","keywords":"Medicine; Internal medicine; Odds ratio; Cancer; Incidence (geometry); Confidence interval; Multiple drug resistance; Antimicrobial; Pseudomonas aeruginosa; Antibiotic resistance; Drug resistance; Microbiology; Antibiotics; Bacteria; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007478324,0.0001873129,0.0006428002,0.0004592676,0.00002874341,0.000008166095,0.00008586229,0.00005992818,0.0009742831],"category_scores_gemma":[0.00002825596,0.0001266765,0.0001068826,0.001844275,0.0002025447,0.00008741223,0.0000178835,0.0002126063,0.000003681558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941053,"about_ca_system_score_gemma":0.0002238059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00595803,"about_ca_topic_score_gemma":0.004792395,"domain_scores_codex":[0.9986016,0.00002617034,0.000401165,0.0003875246,0.0003348764,0.0002486774],"domain_scores_gemma":[0.9991421,0.00003500716,0.00009671083,0.0002790851,0.0003340846,0.0001130588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001992717,0.0001771851,0.9724135,0.001393429,0.001954698,0.00008652106,0.003656482,0.0002289021,0.003857004,0.0001252307,0.01110403,0.003010266],"study_design_scores_gemma":[0.01646966,0.0005315176,0.9391416,0.01135569,0.006803524,0.000002287272,0.0002633108,0.0003873532,0.002574363,0.00001139377,0.02206076,0.0003985482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875959,0.003782339,0.00008118228,0.00566099,0.0005775215,0.0005532802,0.0001110378,0.000054699,0.001583064],"genre_scores_gemma":[0.9958529,0.001727853,0.00009482473,0.000537748,0.0003582713,0.0001652292,0.00005735893,0.00003017359,0.001175671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03327195,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006806086228222389,"score_gpt":0.2851683322758556,"score_spread":0.2783622460476333,"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."}}