{"id":"W4293321394","doi":"10.1002/lary.30367","title":"Risk Factors for Recurrence of Peritonsillar Abscess","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eisai Canada; Pfizer","keywords":"Medicine; Peritonsillar Abscess; Hazard ratio; Retrospective cohort study; Proportional hazards model; Surgery; Antibiotics; Acute Tonsillitis; Tonsillitis; Internal medicine; Confidence interval; Abscess","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644885,0.00009304337,0.0002154834,0.00004809678,0.0004130873,0.000004015909,0.0001473697,0.00003116335,0.0007181637],"category_scores_gemma":[0.0002596453,0.00006286847,0.0001282962,0.0001700288,0.0001315868,0.00003831362,0.00008838002,0.0002128733,0.000006697307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253734,"about_ca_system_score_gemma":0.00009482694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556974,"about_ca_topic_score_gemma":0.000007081678,"domain_scores_codex":[0.9992579,0.0001211812,0.0001601148,0.0001504189,0.0001448829,0.0001655635],"domain_scores_gemma":[0.9992389,0.0002603752,0.0001120559,0.0002808394,0.00005640511,0.00005139042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004604108,0.0005862368,0.980491,0.0002121106,0.0002455171,0.000006050078,0.001448183,0.00007822298,0.002388825,0.00109925,0.01200419,0.0009799671],"study_design_scores_gemma":[0.003210293,0.003747073,0.8457749,0.00008025972,0.001022981,0.0001180734,0.002943607,0.0007012913,0.01837837,0.001938349,0.1216967,0.0003880735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955705,0.001336949,0.00004941373,0.0003477958,0.0003395544,0.000577982,0.0002224886,0.00004257186,0.001512735],"genre_scores_gemma":[0.9988614,0.000131939,0.00005402049,0.0003349727,0.00006146103,0.000114895,0.00004408392,0.00001446073,0.0003827397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347161,"threshold_uncertainty_score":0.7863389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678969162767432,"score_gpt":0.2810585540106435,"score_spread":0.2642688623829692,"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."}}