{"id":"W3119660249","doi":"10.1093/ofid/ofaa439.915","title":"723. Epidemiology, Risk Factors, and Treatment Considerations for Pyogenic Liver Abscess (PLA) in the Calgary Health Zone (CHZ) Revisited: A Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Epidemiology; Internal medicine; Population; Incidence (geometry); Pyogenic liver abscess; Cohort; Mortality rate; Gastroenterology; Surgery; Liver abscess; Abscess","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000775507,0.0003424286,0.0003554864,0.001718534,0.0007157642,0.001332641,0.0006675288,0.0006619756,0.00154972],"category_scores_gemma":[0.002490825,0.0004332966,0.0004564266,0.002250538,0.0005669319,0.0007941388,0.0009405095,0.0008394255,0.0002230345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465827,"about_ca_system_score_gemma":0.002280603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.140119,"about_ca_topic_score_gemma":0.1745308,"domain_scores_codex":[0.9993135,0.0001428286,0.00006683974,0.0001129136,0.0001536642,0.0002102748],"domain_scores_gemma":[0.9984754,0.0001933034,0.0007547441,0.00005141793,0.0002060711,0.0003191156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000067912,0.00001454249,0.9994798,0.000004379921,0.00001036457,0.00003928284,0.00005237296,0.00001020567,0.00001819238,0.00000398693,0.00006210113,0.0002979212],"study_design_scores_gemma":[0.000002637624,0.00002215315,0.9991084,0.00001034423,0.000009383994,0.0001128217,0.0005743895,0.00008544268,0.000008587323,0.000007031511,0.00005666547,0.000002021153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984151,0.0004267485,0.00005375555,0.0002446811,0.000007867241,0.00001888701,0.0004482668,0.000002858234,0.0003817947],"genre_scores_gemma":[0.99921,0.0002391568,0.00005350109,0.00008897137,0.00001741162,0.00001207665,0.0003162529,0.000001012007,0.00006163143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.859881,"threshold_uncertainty_score":0.2786069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06893590616408717,"score_gpt":0.3614145848776312,"score_spread":0.292478678713544,"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."}}