{"id":"W4383337559","doi":"10.1371/journal.pone.0288011","title":"Diagnostic test accuracy of ultrasound for orbital cellulitis: A systematic review","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Physicians' Services Incorporated Foundation","keywords":"Medicine; Orbital cellulitis; Ultrasound; Magnetic resonance imaging; Radiology; Diagnostic accuracy; Cellulitis; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01909899,0.001619174,0.01074281,0.01062847,0.0007470239,0.003257067,0.003064273,0.002411347,0.003092385],"category_scores_gemma":[0.1476485,0.00154271,0.01161273,0.00938349,0.001659295,0.003065957,0.001554342,0.0013953,0.0002897973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004973356,"about_ca_system_score_gemma":0.008405531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008051295,"about_ca_topic_score_gemma":0.017879,"domain_scores_codex":[0.9695313,0.01097624,0.01146511,0.002108698,0.005487461,0.0004310747],"domain_scores_gemma":[0.8052216,0.1590262,0.02405091,0.001819613,0.009210413,0.0006712109],"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":[0.0003854159,0.00001548298,0.004019642,0.9510329,0.02342646,0.000093391,0.0001839686,0.00008639891,0.00008615356,0.0000893687,0.0007918674,0.01978882],"study_design_scores_gemma":[0.0005146351,0.0003154953,0.01179762,0.7727264,0.2072274,0.0005930738,0.0003263468,0.0002674351,0.0002918044,0.0002977097,0.00557771,0.00006441013],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00248976,0.9960913,0.0001791093,0.0002139981,0.00009943258,0.0003286535,0.0003803456,0.00001079488,0.000206615],"genre_scores_gemma":[0.08883636,0.9064915,0.001790955,0.0008062228,0.0001929646,0.001164264,0.0005967031,0.00001867029,0.0001023524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01909899,"threshold_uncertainty_score":0.1010063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460563050683276,"score_gpt":0.3532376609981003,"score_spread":0.2071813559297728,"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."}}