{"id":"W2895937816","doi":"10.1177/1945892418804911","title":"Giant Frontal Sinus Osteomas: Demographic, Clinical Presentation, and Management of 10 Cases","year":2018,"lang":"en","type":"article","venue":"American Journal of Rhinology and Allergy","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval","funders":"","keywords":"Medicine; Osteoma; Frontal sinus; Surgery; Mucocele; Sinus (botany); Anterior cranial fossa; Paranasal sinuses; Sinusitis; Radiology; Skull","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":[0.0001254371,0.00009296284,0.0004128388,0.000103653,0.00004584149,0.000004503585,0.00004412477,0.0000335853,0.00008781239],"category_scores_gemma":[0.00002798765,0.00006731878,0.00007824979,0.00008328582,0.001026028,0.00004912886,0.00003666397,0.00009433083,0.000002483368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000645038,"about_ca_system_score_gemma":0.00002386027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007862446,"about_ca_topic_score_gemma":0.00004843821,"domain_scores_codex":[0.9991475,0.00007664703,0.0004185968,0.0001294665,0.0001021558,0.0001256055],"domain_scores_gemma":[0.9991596,0.0001243602,0.0003781291,0.00009604426,0.0001165053,0.0001253611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00221512,0.0008677187,0.6644332,0.00004013062,0.003133775,0.00323251,0.0003177584,3.089893e-7,0.0001195058,0.001004849,0.00251894,0.3221162],"study_design_scores_gemma":[0.002744472,0.009342007,0.9778349,0.0001233456,0.0002789585,0.004131116,0.001061331,0.000007921954,0.0001683715,0.0001281978,0.004112993,0.00006634436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957666,0.002206978,0.00002775567,0.001298786,0.0001029671,0.00007026146,0.000002836981,0.000004175009,0.0005196747],"genre_scores_gemma":[0.9897386,0.007352994,0.002462108,0.0001994773,0.00008704047,0.000001795408,0.000002005031,0.000006156285,0.0001497594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220498,"threshold_uncertainty_score":0.3780442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184430130958026,"score_gpt":0.3234618040288547,"score_spread":0.3016175027192744,"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."}}