{"id":"W4385841186","doi":"10.46747/cfp.6908531","title":"Approach to sialadenitis","year":2023,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Sialadenitis; Medicine; Referral; Intensive care medicine; MEDLINE; Incision and drainage; Abscess; Salivary gland; Dermatology; Pathology; Surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006016575,0.0005474908,0.001951185,0.0007144772,0.0001232138,0.00005871443,0.0002257308,0.0002340072,0.000003790466],"category_scores_gemma":[0.00001401512,0.0004527278,0.0006578105,0.001052989,0.00003370648,0.00002991237,0.00003652689,0.0003188717,0.00472583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008426523,"about_ca_system_score_gemma":0.001686151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192029,"about_ca_topic_score_gemma":0.001844671,"domain_scores_codex":[0.997906,0.00005345101,0.0003985104,0.0006648808,0.0002531631,0.0007239408],"domain_scores_gemma":[0.997646,0.00006955357,0.00008959239,0.0006861219,0.00005082135,0.001457935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001791802,0.0001343749,0.000007981777,0.005324517,0.0006077485,0.0008967813,0.00003015318,3.678709e-7,2.120771e-8,0.0007949382,0.110855,0.8813463],"study_design_scores_gemma":[0.0002213768,0.0001021004,0.000317212,0.008283264,0.001510307,0.00001975583,0.00004878198,0.000001041462,1.292327e-7,0.00002717745,0.9890686,0.0004002016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005914801,0.7740182,9.590291e-7,0.00008360235,0.0003031125,0.001534515,0.0005150421,0.0001046618,0.2234339],"genre_scores_gemma":[0.00002811929,0.97444,0.00009591555,0.01987149,0.001099493,0.0008829045,0.001712965,0.0002159708,0.001653087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8809462,"threshold_uncertainty_score":0.9997925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031937684767134,"score_gpt":0.3222815399816979,"score_spread":0.2190877715049845,"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."}}