{"id":"W4379768332","doi":"10.1007/s10006-023-01162-6","title":"Non-odontogenic maxillofacial infections – a 17-years retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Oral and Maxillofacial Surgery","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Retrospective cohort study; Oral and maxillofacial surgery; Epidemiology; Odontogenic infection; Incidence (geometry); Odontogenic; Penicillin; Dentistry; Internal medicine; Pediatrics; Antibiotics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004968971,0.0002593634,0.0006843144,0.0004236544,0.0003678449,0.00004331989,0.00004843867,0.0001832987,0.0006206622],"category_scores_gemma":[0.0002562674,0.0002433734,0.0002909119,0.000918922,0.0001985649,0.0002079723,0.0001024989,0.0002655235,0.0003480983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009045965,"about_ca_system_score_gemma":0.0001436681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165121,"about_ca_topic_score_gemma":0.0001334412,"domain_scores_codex":[0.9982917,0.00004106091,0.0003354102,0.00052817,0.0003132002,0.0004904308],"domain_scores_gemma":[0.9992349,0.00002386954,0.00008224682,0.0002638423,0.0001161065,0.0002790517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001484627,0.0006037528,0.9855427,0.00001824465,0.0003208384,0.0003922586,0.0001562452,9.943423e-7,0.0001089186,0.00004162526,0.002968988,0.009696949],"study_design_scores_gemma":[0.0007423219,0.0004221003,0.9742656,0.00001272886,0.0002843459,0.0001028123,0.0001245276,0.00001217446,0.00001955103,0.0001718416,0.02358531,0.0002566318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936994,0.00005756443,0.000005042651,0.0001891173,0.0009293041,0.0009600231,0.00004438059,0.000455941,0.003659244],"genre_scores_gemma":[0.9967431,0.000330838,0.000003974029,0.0003696691,0.00009261206,0.0002052566,0.00009819459,0.00003519393,0.002121118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02061632,"threshold_uncertainty_score":0.9924478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160850553434738,"score_gpt":0.27040076306716,"score_spread":0.2543157077236862,"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."}}