{"id":"W2586398206","doi":"10.1093/neuonc/now188.212","title":"P09.03 Subependymal giant cell astrocytoma (SEGA) in adults without tuberous sclerosis","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Cancer Care Ontario; Western University","funders":"","keywords":"Tuberous sclerosis; Subependymal giant cell astrocytoma; Subependymal zone; Medicine; Astrocytoma; Pathology; Glioblastoma; Cancer research","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005770562,0.0004426529,0.0009938874,0.0005321925,0.0001209121,0.00002975636,0.0005257486,0.0004278858,0.001278168],"category_scores_gemma":[0.0005816523,0.0003310547,0.0002002852,0.0005528523,0.000422033,0.0001992013,0.0004144508,0.0008975777,0.002267068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240992,"about_ca_system_score_gemma":0.000676299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954973,"about_ca_topic_score_gemma":0.001233847,"domain_scores_codex":[0.9952432,0.000598265,0.0007953708,0.001106214,0.000794097,0.001462845],"domain_scores_gemma":[0.9970371,0.0009370813,0.0001895524,0.0009587609,0.0002467616,0.0006307362],"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":[0.0038089,0.0009121989,0.06821718,0.00008267914,0.0000239495,0.000945854,0.0002945796,0.000002461845,0.8631122,0.00005578265,0.00541128,0.05713297],"study_design_scores_gemma":[0.03871697,0.01709402,0.6244313,0.0008759856,0.000113926,0.002460499,0.0002965171,0.0004322163,0.2774481,0.0000755445,0.0371973,0.0008576736],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792455,0.0001477771,0.00009765521,0.008227687,0.0004951806,0.00117617,0.00003217371,0.0002164806,0.01036131],"genre_scores_gemma":[0.9951584,0.0001760732,0.001591093,0.001735759,0.0003994521,0.0001992662,0.00001065165,0.000124303,0.0006050268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585664,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450269965826249,"score_gpt":0.3045882948991372,"score_spread":0.2600855952408747,"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."}}