{"id":"W7116939047","doi":"10.1080/01676830.2025.2601125","title":"Pediatric lacrimal sac non-keratinizing squamous cell carcinoma with DEK-AFF2 gene fusion: clinical and histopathological case report","year":2025,"lang":"en","type":"article","venue":"Orbit","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Lacrimal sac; Debulking; Nasolacrimal duct obstruction; Dacryocystorhinostomy; Biopsy; Nasolacrimal duct; Basal cell; Lesion; Otorhinolaryngology","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":[0.0003354045,0.0002723454,0.0005329154,0.0001592227,0.0002301313,0.00003015953,0.00006088808,0.000217335,0.0001239891],"category_scores_gemma":[0.0002307327,0.0001865183,0.0001092714,0.0003290749,0.0001824475,0.00007639443,0.0001175767,0.0004110473,0.00003158773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138212,"about_ca_system_score_gemma":0.0002830488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009425044,"about_ca_topic_score_gemma":0.00001592366,"domain_scores_codex":[0.9979607,0.00008638913,0.0006480913,0.0007223129,0.0002503919,0.0003320541],"domain_scores_gemma":[0.9987314,0.0001440791,0.0001770098,0.0005120602,0.0001663328,0.0002691348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003619421,0.0003531527,0.7704962,0.0001191992,0.00001259757,0.22495,0.00007007869,7.973587e-7,0.0008573773,0.00001549311,0.001358952,0.00140425],"study_design_scores_gemma":[0.006039866,0.00158296,0.8104845,0.00001966274,0.000893629,0.1771501,0.0001920626,0.00006663511,0.002102704,0.00002776106,0.00114944,0.0002907305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920061,0.0008522865,0.0001863102,0.0003711973,0.0004996625,0.0004848542,0.000007903702,0.00009776387,0.005493982],"genre_scores_gemma":[0.9827185,0.00004377434,0.01223253,0.0003799332,0.0003719568,0.00003011189,0.00002602992,0.00002806184,0.004169147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04779993,"threshold_uncertainty_score":0.7605995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144960023004923,"score_gpt":0.3012209353688564,"score_spread":0.2797713351388072,"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."}}