{"id":"W4392195136","doi":"10.1007/s00247-024-05882-z","title":"Pediatric orbital lesions: bony and traumatic lesions","year":2024,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster Children's Hospital; University of British Columbia; Hospital for Sick Children; University of Toronto; BC Children's Hospital","funders":"","keywords":"Medicine; Orbit (dynamics); Neuroradiology; Extraocular muscles; Soft tissue; Radiology; Differential diagnosis; Traumatic injury; Magnetic resonance imaging; Eye injuries; Orbital Diseases; Pathology; Anatomy; Poison control; Computed tomography; Surgery; Neurology; Injury prevention","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":[0.0004828553,0.001421015,0.0007526862,0.003574598,0.001043934,0.001841024,0.0007301209,0.002076917,0.01087086],"category_scores_gemma":[0.002330414,0.0008035639,0.000789055,0.002795736,0.002011431,0.002320538,0.001169794,0.001252012,0.002343268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007524095,"about_ca_system_score_gemma":0.001088281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099795,"about_ca_topic_score_gemma":0.001995993,"domain_scores_codex":[0.9990088,0.00006136392,0.0001736491,0.0001358504,0.0003341245,0.0002862012],"domain_scores_gemma":[0.998822,0.0002941962,0.0005018276,0.00007499201,0.000126024,0.0001808871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003030748,0.000147301,0.1231788,0.0005200244,0.00008229542,0.8049171,0.000421406,0.0007166867,0.01234427,0.005656068,0.002087338,0.04962563],"study_design_scores_gemma":[0.0000123343,0.00007535902,0.02777304,0.00007906344,0.00004971995,0.9641178,0.0004295048,0.0002566517,0.002308565,0.0008426523,0.004040326,0.00001492442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8564981,0.0389784,0.007423478,0.002265253,0.0005367582,0.0001750827,0.001154982,0.0003954287,0.0925726],"genre_scores_gemma":[0.982223,0.008345061,0.004095738,0.000266604,0.001053839,0.00003151329,0.0002090399,0.00005994767,0.003715249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087086,"threshold_uncertainty_score":0.0363667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212254787582092,"score_gpt":0.2864063974043128,"score_spread":0.2651809186461037,"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."}}