{"id":"W4366816090","doi":"10.7326/m23-0757","title":"Infectious Diseases: What You May Have Missed in 2022","year":2023,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Toxin Mechanisms and Immunotoxins","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Infectious disease (medical specialty); Antimicrobial stewardship; Disease; Epidemiology; Tuberculosis; Immunology; Antibiotics; Population; Antibiotic resistance; Internal medicine; Pathology","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":[0.005403358,0.002199711,0.002288361,0.002801333,0.002561955,0.008800301,0.001611742,0.01449978,0.0454931],"category_scores_gemma":[0.02536709,0.0008748139,0.002096505,0.001523543,0.002375955,0.01316307,0.003867121,0.0108291,0.02939458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529867,"about_ca_system_score_gemma":0.005149351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534909,"about_ca_topic_score_gemma":0.003734125,"domain_scores_codex":[0.994593,0.001210791,0.0009721217,0.0005770434,0.001891456,0.0007556468],"domain_scores_gemma":[0.9742833,0.00447654,0.001996613,0.0009821217,0.01016818,0.008093271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001187523,0.0001031848,0.001314195,0.001151331,0.0000358625,0.001143556,0.0001057968,0.00005615793,0.0002333124,0.001535136,0.9108964,0.0833064],"study_design_scores_gemma":[0.00005242967,0.0001054628,0.002432638,0.003074083,0.00003205356,0.003715018,0.001013432,0.00006506443,0.00008916436,0.003688808,0.9856693,0.00006265335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0007946851,0.08214814,0.0005267979,0.4047558,0.4980781,0.00006402289,0.000316834,0.0002209008,0.01309481],"genre_scores_gemma":[0.006390035,0.09533775,0.001813127,0.3525979,0.5109087,0.0001489846,0.0005436605,0.0001059981,0.03215382],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0454931,"threshold_uncertainty_score":0.1521896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926881256991966,"score_gpt":0.3118260859800198,"score_spread":0.2825572734101001,"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."}}