{"id":"W4399787357","doi":"10.1093/neuonc/noae064.203","title":"EPEN-01. DISTINCT RELAPSE PATTERN ACROSS MOLECULAR EPENDYMOMA TYPES","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Biology; Psychology; Medicine; Evolutionary biology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001527022,0.0002479947,0.0003504973,0.00007258089,0.000100388,0.00009395391,0.0003854505,0.0002926048,0.001798708],"category_scores_gemma":[0.0001698623,0.0002242048,0.0002169089,0.0003246106,0.0001171204,0.00006502179,0.000233978,0.0005566395,0.0005986391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801286,"about_ca_system_score_gemma":0.0001242851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129934,"about_ca_topic_score_gemma":0.00005660269,"domain_scores_codex":[0.998325,0.00006137413,0.0003297407,0.0005838737,0.000228524,0.0004715199],"domain_scores_gemma":[0.998828,0.0004485519,0.00008297148,0.0004487654,0.00004288824,0.0001488241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007451521,0.0002189209,0.0009718075,0.0001775999,0.0002591228,0.01297005,0.0003820813,0.00004819189,0.6709406,0.001476895,0.003399478,0.3090807],"study_design_scores_gemma":[0.001131555,0.0004057123,0.0005466024,0.00006744114,0.0003568948,0.001266807,0.0002999593,0.01343481,0.08353411,0.00235057,0.8957934,0.0008120938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446201,0.00174862,0.002467728,0.001245449,0.001005468,0.00007232113,0.0001412442,0.0003326074,0.04836643],"genre_scores_gemma":[0.9980363,0.00006138421,0.00004182284,0.0004586538,0.0003897737,0.00002388885,0.0000573911,0.00007174067,0.0008590902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8923939,"threshold_uncertainty_score":0.9991138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391717720192686,"score_gpt":0.2991686772891252,"score_spread":0.2852515000871984,"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."}}