{"id":"W4200543400","doi":"10.2196/33677","title":"Complicated Odontogenic Infections at 2 District Hospitals in Tonkolili District, Sierra Leone: Protocol for a Prospective Observational Cohort Study (DELAY)","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sierra leone; Observational study; Odontogenic; Incidence (geometry); Cohort; Protocol (science); Prospective cohort study; Intensive care medicine; Emergency medicine; Pediatrics; Family medicine; Surgery; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007850933,0.002272991,0.002033316,0.00225398,0.00299799,0.001624576,0.002007739,0.00197796,0.009266113],"category_scores_gemma":[0.005363197,0.001990583,0.001424568,0.002161144,0.00105493,0.001733063,0.002244335,0.001276608,0.002438716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002775278,"about_ca_system_score_gemma":0.009189139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112893,"about_ca_topic_score_gemma":0.01249197,"domain_scores_codex":[0.9960994,0.001726114,0.0006662111,0.000615822,0.0002632785,0.0006292689],"domain_scores_gemma":[0.9966408,0.0003481024,0.0007237254,0.0004832014,0.0009213846,0.0008827738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09741133,0.03677751,0.746381,0.009212707,0.001058567,0.005365731,0.009874832,0.002871025,0.008051741,0.003840232,0.03707967,0.04207557],"study_design_scores_gemma":[0.04606652,0.04118953,0.8283628,0.00264644,0.0005649847,0.00128597,0.01235693,0.002974838,0.00150146,0.001504252,0.06115654,0.0003897164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1284134,0.0004204493,0.003196742,0.0002568232,0.0001432285,0.8490059,0.01607307,0.00006625205,0.002424252],"genre_scores_gemma":[0.07554246,0.000299852,0.00495633,0.0003879881,0.00007816178,0.9122401,0.005750965,0.00000962446,0.0007345208],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01112893,"threshold_uncertainty_score":0.04152018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886698669164328,"score_gpt":0.5217681634664703,"score_spread":0.3330982965500374,"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."}}