{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041148,0.000208777,0.0003072734,0.0008759053,0.0002573607,0.0005222753,0.0003921374,0.0002412549,0.00278904],"category_scores_gemma":[0.0009003498,0.0001278119,0.0004048061,0.0008103568,0.0001748832,0.0002588908,0.0005543522,0.0002541804,0.0005272954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692593,"about_ca_system_score_gemma":0.000165244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858486,"about_ca_topic_score_gemma":0.00326129,"domain_scores_codex":[0.9996476,0.00003903194,0.00004167397,0.0001474247,0.00006004589,0.00006409322],"domain_scores_gemma":[0.9995002,0.0001099628,0.0001725154,0.0000717236,0.00006960434,0.00007603011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004197535,0.00002099514,0.9851237,0.00003874316,0.0001382877,0.0004787956,0.00009944704,0.0001364647,0.004953293,0.00005836981,0.0003831415,0.008148888],"study_design_scores_gemma":[0.000005851984,0.00004039922,0.9964684,0.000008355827,0.00004862882,0.001298276,0.00007596725,0.0001780184,0.0009648191,0.00005779035,0.0008503041,0.000003111931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968001,0.0002399649,0.0002227913,0.0000114194,0.000003305946,0.00001247497,0.001945431,0.00001419352,0.0007502834],"genre_scores_gemma":[0.99407,0.0000925358,0.000251465,0.00001875835,0.000004319636,0.00001737132,0.005008732,0.00001435714,0.0005224554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00278904,"threshold_uncertainty_score":0.009330332,"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."}}