{"id":"W2961969123","doi":"10.1038/s41568-019-0169-x","title":"Molecular characteristics and therapeutic vulnerabilities across paediatric solid tumours","year":2019,"lang":"en","type":"review","venue":"Nature reviews. Cancer","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; University Health Network","funders":"World Health Organization","keywords":"Computational biology; Medicine; Cancer research; Biology; Intensive care medicine","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003985172,0.0007778997,0.003873887,0.0001706465,0.00009419541,0.00007590606,0.0002382027,0.0007618907,0.0001141621],"category_scores_gemma":[0.0003041114,0.0004883353,0.0008512512,0.0005072731,0.0001409579,0.00005047043,0.000149944,0.002410472,0.0002064904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270199,"about_ca_system_score_gemma":0.0006271754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008727445,"about_ca_topic_score_gemma":0.000004167961,"domain_scores_codex":[0.9967826,0.0003942604,0.0007671354,0.0008299602,0.0005273967,0.000698662],"domain_scores_gemma":[0.9979808,0.0002455313,0.0004762936,0.0008029508,0.0001597636,0.0003346688],"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":[0.00002110987,0.00006799057,0.00009733078,0.07454833,0.0003399025,0.000154477,0.00002105412,2.306949e-8,0.000002925415,0.00002583831,0.0004983563,0.9242226],"study_design_scores_gemma":[0.0004852572,0.0002070013,0.0001556917,0.01898184,0.002736933,0.0002209156,0.000003447801,0.00000128643,0.000006670576,0.00001114607,0.9768251,0.0003646789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002338353,0.9948624,0.000001523195,0.0001215043,0.0005682394,0.003592443,0.0004163756,0.00004482401,0.0001588029],"genre_scores_gemma":[0.0004766714,0.9960613,0.00002982502,0.0006968974,0.0005741343,0.0007899805,0.0001867902,0.000141756,0.001042632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763268,"threshold_uncertainty_score":0.999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04916384748397009,"score_gpt":0.4341655619739588,"score_spread":0.3850017144899887,"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."}}