{"id":"W4390427767","doi":"10.1016/j.ijom.2023.10.092","title":"RETROSPECTIVE ANALYSIS OF CERVICAL ABSCESS DRAINAGE FAILURE","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Retrospective cohort study; Abscess; Drainage; Surgery; Incision and drainage; Intubation","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":[0.0005162344,0.000276628,0.0004572359,0.001356625,0.0007409475,0.0007102546,0.0003836191,0.0006109011,0.003949624],"category_scores_gemma":[0.002686686,0.0003299595,0.0005192781,0.001262582,0.0005736426,0.0005296549,0.0005968687,0.0004495564,0.0006106141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005356371,"about_ca_system_score_gemma":0.0009477563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344515,"about_ca_topic_score_gemma":0.001947867,"domain_scores_codex":[0.9990621,0.0001594433,0.0001772269,0.0002057084,0.0001407388,0.0002547698],"domain_scores_gemma":[0.9974778,0.0006198452,0.0008783761,0.0003037324,0.0002738592,0.0004463326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004160505,0.00006054533,0.9935057,0.00002887898,0.00003590467,0.002983695,0.0001389274,0.00002497786,0.0004443588,0.00004133628,0.0001341663,0.002185449],"study_design_scores_gemma":[0.00002148717,0.0005845228,0.9853176,0.000036446,0.00008150072,0.01135693,0.0009377483,0.0001701831,0.0004401845,0.00006435695,0.0009723144,0.00001663339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983968,0.0004390732,0.0001018067,0.00002170835,0.000007108624,0.00001851724,0.000265931,0.000005133048,0.0007438409],"genre_scores_gemma":[0.9993657,0.0001298471,0.00005458583,0.00004021907,0.00001489828,0.00001405894,0.0002652821,0.000004672642,0.000110651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003949624,"threshold_uncertainty_score":0.01321274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687807809759977,"score_gpt":0.2975726151247024,"score_spread":0.2806945370271026,"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."}}