{"id":"W4361804624","doi":"10.1177/27528464231167306","title":"Resection and Reconstruction of a Giant Paranasal Osteoma in a Pediatric Patient","year":2023,"lang":"en","type":"article","venue":"Craniomaxillofacial Research & Innovation","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Hospital for Sick Children","funders":"","keywords":"Medicine; Osteoma; Craniofacial; Skull; Paranasal sinuses; Otorhinolaryngology; Radiology; Surgery; Neurosurgery; Neuroradiology; Malignancy; Neurology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009803295,0.00009860253,0.0002131523,0.002091381,0.0001091125,0.00002101722,0.00003439694,0.0001018832,0.00002723566],"category_scores_gemma":[0.0008421729,0.00009089467,0.00002992094,0.005937106,0.0001127369,0.0001510868,0.00004996032,0.0002502442,0.00002119845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137781,"about_ca_system_score_gemma":0.0001428469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002518924,"about_ca_topic_score_gemma":0.00008937252,"domain_scores_codex":[0.9982469,0.0000875773,0.0004710057,0.0002831995,0.0006025588,0.0003087723],"domain_scores_gemma":[0.9990289,0.00007482585,0.00009597493,0.0001555563,0.000588464,0.00005626725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009135022,0.0003111736,0.6053205,0.0001868921,0.00002903301,0.0001648085,0.0006628585,0.000003322209,0.03399331,0.003100299,0.0002447665,0.3550696],"study_design_scores_gemma":[0.001892039,0.001147596,0.988415,0.00009901481,0.000013388,0.00005124291,0.0003372385,0.0001937266,0.006166288,0.001370047,0.0002383574,0.00007607146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975201,0.0001072773,0.000005350867,0.0005644065,0.0001375573,0.0006908433,0.00001054029,0.00004058818,0.0009233553],"genre_scores_gemma":[0.9991056,0.0004388621,0.0000918472,0.00001183234,0.00005804057,0.0001190239,0.0000517323,0.00001502747,0.0001080342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3830945,"threshold_uncertainty_score":0.3706577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07929062920380814,"score_gpt":0.3747342046999703,"score_spread":0.2954435754961622,"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."}}