{"id":"W4416084826","doi":"10.1093/neuonc/noaf201.0005","title":"EPCO-05. AN ONCOGENIC PHOTORECEPTOR PROGRAM UNIFIES DISTINCT CENTRAL NERVOUS SYSTEM TUMORS","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Transcriptome; Transcription factor; Central nervous system; Medulloblastoma; Retinoblastoma; Transcription (linguistics); Phenotype; Reprogramming","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":[0.0002190645,0.000292233,0.0002821675,0.000556206,0.0003892833,0.0007121463,0.0002593708,0.0004188556,0.003659833],"category_scores_gemma":[0.0002171838,0.0001662257,0.0003287513,0.0003539424,0.000372466,0.0001911056,0.0005012414,0.0007971131,0.001227544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914896,"about_ca_system_score_gemma":0.0007645171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485447,"about_ca_topic_score_gemma":0.002574636,"domain_scores_codex":[0.9997454,0.00001687118,0.00001596007,0.00008695518,0.00008013048,0.00005466446],"domain_scores_gemma":[0.9997602,0.00002863437,0.00006267637,0.00003786007,0.00002929371,0.00008124635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007703986,0.0001407947,0.01346252,0.0002040211,0.00004740418,0.0008099559,0.00008482992,0.0007387272,0.9651991,0.002354911,0.001531997,0.01465526],"study_design_scores_gemma":[0.0001769137,0.001279524,0.1651529,0.0001663533,0.000299646,0.008697007,0.0003538101,0.01142442,0.7267357,0.002281043,0.08337536,0.00005730925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674926,0.001640083,0.008405087,0.0003005081,0.00009717572,0.0001403436,0.008620054,0.000941164,0.01236289],"genre_scores_gemma":[0.9831725,0.0005565771,0.002989666,0.0002901006,0.000007982268,0.0001178099,0.007264428,0.0002251028,0.005375818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003659833,"threshold_uncertainty_score":0.01224339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690853834856277,"score_gpt":0.3084906785133312,"score_spread":0.2915821401647685,"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."}}