{"id":"W4281391638","doi":"10.14639/0392-100x-n1837","title":"Treatment for parotid abscess: a systematic review","year":2022,"lang":"en","type":"review","venue":"Acta Otorhinolaryngologica Italica","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Humanities; Gynecology; Art","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":[0.004207447,0.001312958,0.005752968,0.006974035,0.0005885905,0.002093022,0.001460372,0.001457339,0.005089638],"category_scores_gemma":[0.01687917,0.0006927915,0.005998228,0.008096196,0.0006005813,0.00193907,0.001077887,0.001082361,0.000420813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497312,"about_ca_system_score_gemma":0.007163165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004364,"about_ca_topic_score_gemma":0.01528083,"domain_scores_codex":[0.9965874,0.001037727,0.001291162,0.0002616401,0.0007058425,0.0001162649],"domain_scores_gemma":[0.990021,0.007020353,0.001634148,0.0001467661,0.001042433,0.000135374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001470704,0.00001449583,0.0003560106,0.9490391,0.005137905,0.00009148542,0.00008814318,0.00006899331,0.0001365138,0.0001433483,0.002007411,0.04276955],"study_design_scores_gemma":[0.0002543868,0.0002079595,0.002684787,0.897085,0.06666522,0.000661601,0.0002256013,0.0001017686,0.0002342763,0.0003701454,0.03147611,0.00003322574],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003534669,0.9988686,0.00008683576,0.0001555699,0.00007275354,0.0001413632,0.0001406371,0.000005544679,0.0001753316],"genre_scores_gemma":[0.004689362,0.9942959,0.0002938355,0.0003155785,0.00004942517,0.0001797832,0.000106037,0.000003030024,0.00006706831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006974035,"threshold_uncertainty_score":0.02225137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193376764178683,"score_gpt":0.3763825958351609,"score_spread":0.2570449194172926,"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."}}