{"id":"W7116105009","doi":"10.4103/joco.joco_30_25","title":"Plaque Brachytherapy for DICER1-Associated Ciliary Body Medulloepithelioma","year":2025,"lang":"en","type":"article","venue":"Journal of Current Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Brachytherapy; Ciliary body; Radiation therapy; Prostate brachytherapy","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":[0.0004926507,0.0001716134,0.0006487278,0.0003684425,0.00008824962,0.000007028916,0.0001369443,0.0002338731,0.0001455738],"category_scores_gemma":[0.0003606992,0.0001314667,0.0003519682,0.0002288429,0.00009516248,0.00007272412,0.00002491478,0.0003852798,0.000009990352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795301,"about_ca_system_score_gemma":0.0004828035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001763334,"about_ca_topic_score_gemma":5.701983e-7,"domain_scores_codex":[0.9986519,0.0001581457,0.0005780394,0.0001667181,0.0001660931,0.0002791684],"domain_scores_gemma":[0.9985639,0.0003659731,0.0004232698,0.0001605136,0.000369965,0.0001163289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007704015,0.008224505,0.9205239,0.0003663282,0.005383301,0.004297491,0.0002347866,0.000009867575,0.005058072,0.003518854,0.01733211,0.02734671],"study_design_scores_gemma":[0.03948582,0.01258758,0.829191,0.001193549,0.002632829,0.02294104,0.0001056835,0.000167299,0.005891795,0.02323442,0.06216922,0.0003997302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840406,0.007358305,0.0004792847,0.003209482,0.003156589,0.0004222066,0.00001747981,0.00001361067,0.001302485],"genre_scores_gemma":[0.9981103,0.0002582908,0.0003372916,0.0002359109,0.0002218354,0.00002254239,0.00002719604,0.00001502073,0.0007716372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09133291,"threshold_uncertainty_score":0.5361056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626576644101898,"score_gpt":0.4001583380194559,"score_spread":0.363892571578437,"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."}}