{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003709993,0.001202763,0.008166479,0.0002314649,0.0003032977,0.00005875206,0.0005262693,0.0003470897,0.001478622],"category_scores_gemma":[0.0006455905,0.0006736977,0.003233098,0.000442858,0.00006174702,0.00007780438,0.0001661775,0.0003536278,0.0001838375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023884,"about_ca_system_score_gemma":0.0004147053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002709008,"about_ca_topic_score_gemma":0.000001380788,"domain_scores_codex":[0.9954793,0.0004607718,0.001678028,0.001188185,0.0004928373,0.0007008704],"domain_scores_gemma":[0.9951031,0.001626815,0.001095486,0.00175902,0.00006764234,0.000347919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002608895,0.001589363,0.00007694805,0.9829394,0.002890798,0.0005182432,0.00002178608,5.361881e-9,4.115486e-8,0.0002107214,0.005597386,0.006129184],"study_design_scores_gemma":[0.0007807071,0.002005567,0.00001858554,0.2473253,0.02549538,0.001706183,0.000007850143,5.348369e-7,3.44462e-7,0.000009942358,0.7221866,0.0004630605],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001523919,0.971303,7.959157e-7,0.000290544,0.0002522744,0.0250665,0.0006335708,0.0002770772,0.002161011],"genre_scores_gemma":[0.0001432262,0.9373176,0.0001347239,0.0009168203,0.0002048911,0.0562587,0.003418435,0.0001484346,0.001457158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7356142,"threshold_uncertainty_score":0.9995714,"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."}}