{"id":"W3158433783","doi":"10.1111/odi.13894","title":"Predictors of longer hospitalization of maxillofacial infections‐a 17‐year retrospective study","year":2021,"lang":"en","type":"article","venue":"Oral Diseases","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Retrospective cohort study; Incidence (geometry); Penicillin; Medical record; Clindamycin; Diabetes mellitus; Metronidazole; Pediatrics; Antibiotics; Internal medicine","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":[0.0004422353,0.0002706838,0.0003230645,0.000731745,0.0005650244,0.0007141097,0.0002860542,0.0004651741,0.001905725],"category_scores_gemma":[0.001471779,0.0003249314,0.0006130282,0.0008801969,0.0002499398,0.0006768123,0.0005547643,0.0007624352,0.0002280701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447625,"about_ca_system_score_gemma":0.0004894084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783731,"about_ca_topic_score_gemma":0.003696467,"domain_scores_codex":[0.9995596,0.00006763492,0.0000603708,0.00008126345,0.00008457075,0.0001464561],"domain_scores_gemma":[0.9982754,0.000166435,0.001030132,0.00007050231,0.0001273792,0.000330178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002745601,0.00001611871,0.9995523,0.000002464141,0.00001254503,0.00008194623,0.00001942507,0.000008841832,0.00003397177,0.000002730137,0.00002466489,0.0002174491],"study_design_scores_gemma":[0.000003729346,0.00009849109,0.9986387,0.000006359739,0.00001491894,0.0007463599,0.0002814038,0.00006133575,0.00003105186,0.000006214116,0.0001082369,0.000003252766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994479,0.0001464428,0.00002576582,0.00002241688,0.000004585754,0.000004479295,0.0001871948,0.000001395597,0.0001598996],"genre_scores_gemma":[0.9995023,0.0001067116,0.00002557358,0.00001355854,0.000008294176,0.000005932602,0.000278954,0.00000117412,0.00005748466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003783731,"threshold_uncertainty_score":0.007523417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007099843078565629,"score_gpt":0.2610602824319588,"score_spread":0.2539604393533931,"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."}}