{"id":"W4403172263","doi":"10.1093/ofid/ofae579","title":"Posttraumatic <i>Pseudomonas aeruginosa</i> Osteomyelitis in Mosul and Gaza: A Retrospective Cohort Study, 2018–2022","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Retrospective cohort study; Pseudomonas aeruginosa; Osteomyelitis; Cohort; Internal medicine; Microbiology; Surgery; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002284973,0.0003223397,0.0005997477,0.0003304522,0.0002523237,0.0003644631,0.00007828408,0.00008154634,0.0006721949],"category_scores_gemma":[0.0001030071,0.0002751895,0.0001294087,0.0007119775,0.0001100816,0.0004870833,0.0002721563,0.0002640017,0.000211374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676704,"about_ca_system_score_gemma":0.0002160796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534111,"about_ca_topic_score_gemma":0.001676624,"domain_scores_codex":[0.9980419,0.00009741866,0.0003903656,0.0007053587,0.0003369972,0.0004279897],"domain_scores_gemma":[0.9990749,0.00009617466,0.000062216,0.0004217448,0.00008002747,0.0002649475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008051756,0.001207438,0.9869595,0.0001010156,0.0005003234,0.000979564,0.0002126344,0.000002502039,0.000008446412,0.000851939,0.002316351,0.006779739],"study_design_scores_gemma":[0.003301909,0.00194394,0.9886521,0.0003264014,0.0007549424,0.0005640616,0.0005230265,0.0001212867,0.00001118737,0.001452646,0.002071342,0.0002771297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934624,0.001637199,0.00001208448,0.000638985,0.0005328814,0.003868796,0.000167651,0.000190425,0.05832803],"genre_scores_gemma":[0.995948,0.0003590796,0.00001805736,0.0002710934,0.0001110015,0.0007352323,0.00008379858,0.00005806748,0.002415672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06132405,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008169909995125445,"score_gpt":0.2841112718233825,"score_spread":0.275941361828257,"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."}}