{"id":"W1939152957","doi":"10.1593/neo.13148","title":"Deconstruction of Medulloblastoma Cellular Heterogeneity Reveals Differences between the Most Highly Invasive and Self-Renewing Phenotypes","year":2013,"lang":"en","type":"article","venue":"Neoplasia","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Children's Hospital Research Institute of Manitoba; SickKids Foundation; University of Manitoba","funders":"National Science Council; University of Manitoba","keywords":"Biology; Medulloblastoma; Cell sorting; Low-affinity nerve growth factor receptor; Cell; Phenotype; Cancer research; Stem cell; Cell biology; Neurotrophin; Receptor; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007201554,0.0001502405,0.0003174941,0.00006267997,0.0001040713,0.00002921322,0.00006614572,0.00007800316,0.00005215918],"category_scores_gemma":[0.00005197723,0.00009152241,0.00005819725,0.0001268696,0.00009931321,0.00007852081,0.0000437163,0.00007493859,0.00002357518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873238,"about_ca_system_score_gemma":0.00003973532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000343243,"about_ca_topic_score_gemma":0.00008474509,"domain_scores_codex":[0.9991239,0.00005746273,0.0002483459,0.0002117298,0.000186747,0.0001718572],"domain_scores_gemma":[0.9991721,0.0002787796,0.0001327476,0.0002174271,0.00008992258,0.0001090177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007829838,0.00008524704,0.9708821,0.00005597587,0.0002485572,0.000006254831,0.0002644157,7.052808e-7,0.02108055,0.00007866041,0.000164967,0.007124794],"study_design_scores_gemma":[0.0006913079,0.0002330336,0.8227413,0.00009056691,0.0002806821,0.0000401972,0.0001588414,0.00002346166,0.1752616,0.0003525134,0.00005168454,0.00007486761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979876,0.000565526,0.0000106668,0.0006138628,0.00008365831,0.0004503381,0.00001053757,0.00003417483,0.0002436133],"genre_scores_gemma":[0.9989677,0.0001250373,0.00066241,0.0000641489,0.00009700282,0.00005120446,0.00001128072,0.00001143671,0.000009783175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154181,"threshold_uncertainty_score":0.3732176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230255697177007,"score_gpt":0.2260503944022483,"score_spread":0.2137478374304783,"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."}}