{"id":"W1487747264","doi":"10.1002/9781118356203.ch15","title":"Glioblastoma Stem Cells Drive Tumor Recurrence and Patient Relapse","year":2014,"lang":"en","type":"other","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Glioblastoma; Medicine; Oncology; Stem cell; Internal medicine; Cancer research; Biology; 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":[0.0002314243,0.0001813417,0.000198929,0.000347174,0.0002523727,0.0007381612,0.0001858483,0.0003322306,0.008841035],"category_scores_gemma":[0.0006335027,0.0001051886,0.000214405,0.0003362189,0.0002951934,0.0002858889,0.0005314073,0.0006148103,0.001016015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007707337,"about_ca_system_score_gemma":0.0006960313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125479,"about_ca_topic_score_gemma":0.00872194,"domain_scores_codex":[0.999842,0.00002105888,0.000006555744,0.00002418819,0.00005301609,0.00005303045],"domain_scores_gemma":[0.9997666,0.00002503448,0.00007892739,0.00001888964,0.00003923132,0.00007136878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00414988,0.001320193,0.3052666,0.0005360253,0.0006233909,0.001968899,0.0007510506,0.002624954,0.1072164,0.0348301,0.08012804,0.4605845],"study_design_scores_gemma":[0.0003848675,0.001595882,0.676791,0.0002569519,0.0004829482,0.003770269,0.001941049,0.006043007,0.05537274,0.0207453,0.2325425,0.00007346691],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928693,0.008917714,0.001358593,0.004647671,0.0003098555,0.00006263614,0.002157304,0.0002729268,0.05358025],"genre_scores_gemma":[0.9758586,0.00201889,0.0003595941,0.0007175974,0.00006409119,0.00001977454,0.00103153,0.00004371749,0.01988632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008841035,"threshold_uncertainty_score":0.02957624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007312425121499053,"score_gpt":0.2222624108374379,"score_spread":0.2149499857159388,"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."}}