{"id":"W2003773373","doi":"10.1016/j.canlet.2012.07.010","title":"Medulloblastoma stem cells: Modeling tumor heterogeneity","year":2012,"lang":"en","type":"review","venue":"Cancer Letters","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster Children's Hospital; Child and Family Research Institute; University of British Columbia; McMaster University","funders":"","keywords":"Medulloblastoma; Cancer stem cell; Stem cell; Biology; Brain tumor; Cancer research; Pathology; Medicine; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.0001023106,0.0005581527,0.001730359,0.000170875,0.00006723766,0.0000289237,0.0001613185,0.0001492114,0.0001220589],"category_scores_gemma":[0.000001741591,0.000407297,0.0007940766,0.0001886855,0.00004147102,0.00005776382,0.00006634893,0.0003187074,0.00035596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590988,"about_ca_system_score_gemma":0.0001710795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000618869,"about_ca_topic_score_gemma":0.00001368916,"domain_scores_codex":[0.9980357,0.00007357072,0.000501029,0.0005273763,0.0003119462,0.0005504333],"domain_scores_gemma":[0.9987808,0.00004451257,0.0002334151,0.0005725229,0.00003691832,0.0003318261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001096136,0.0001635716,0.00009980644,0.01505189,0.001012238,0.0003558293,0.00003582868,0.00007233928,0.00006565623,0.000003476922,0.003393746,0.9797347],"study_design_scores_gemma":[0.0004704387,0.00003198952,0.000001704314,0.01112803,0.004958284,0.0001441521,0.000004229183,0.00006955455,0.0002858852,1.451254e-7,0.9825447,0.000360899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004554383,0.9928282,0.00005080986,0.0003018464,0.00104771,0.0009956242,0.00008980324,0.00008128854,0.00005034524],"genre_scores_gemma":[0.0009419936,0.995005,0.0001326447,0.001803269,0.0009273548,0.0009956327,0.00004089232,0.0001216547,0.00003163559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793738,"threshold_uncertainty_score":0.9998379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019388722706506,"score_gpt":0.3433208935272841,"score_spread":0.2413820212566335,"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."}}