{"id":"W2010421019","doi":"10.1016/j.ccr.2014.07.013","title":"RESICstance Is Futile—But Not in Glioblastoma","year":2014,"lang":"en","type":"letter","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Glioblastoma; Carcinogenesis; Computational biology; Cancer; Cancer research; Biology; Bioinformatics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002168858,0.0003937486,0.001061804,0.0004938629,0.003618958,0.003226593,0.001126707,0.04716946,0.004925314],"category_scores_gemma":[0.02121779,0.0004487633,0.0009138432,0.0005750758,0.003157933,0.002981649,0.001641169,0.03125481,0.002229201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005540866,"about_ca_system_score_gemma":0.004440314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004872897,"about_ca_topic_score_gemma":0.01206379,"domain_scores_codex":[0.9981893,0.0005304278,0.0002047116,0.0002044644,0.0004346468,0.0004364485],"domain_scores_gemma":[0.9953766,0.002671986,0.0004228605,0.0001416308,0.0005632742,0.0008235769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000124659,0.00005464886,0.002311541,0.00007772675,0.00004985302,0.01117268,0.0002410529,0.000175674,0.0004261345,0.01699563,0.9451631,0.02320732],"study_design_scores_gemma":[0.0002457295,0.0001666788,0.003472413,0.0005338139,0.0001230664,0.01841857,0.001190608,0.001177805,0.000981116,0.07135867,0.9022056,0.0001259308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007903844,0.001042608,0.00005444799,0.9901549,0.004995052,0.00000347937,0.00001526553,0.00000726826,0.002936576],"genre_scores_gemma":[0.01932856,0.002442739,0.0002092724,0.936685,0.03345004,0.00001882223,0.0000299339,0.00001584891,0.007819789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04716946,"threshold_uncertainty_score":0.04020196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950149908265618,"score_gpt":0.2681320125177002,"score_spread":0.248630513435044,"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."}}