{"id":"W2511887022","doi":"10.1016/j.molonc.2016.07.012","title":"Transcript signatures that predict outcome and identify targetable pathways in MYCN‐amplified neuroblastoma","year":2016,"lang":"en","type":"article","venue":"Molecular Oncology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Stem Cell Network","keywords":"Neuroblastoma; PARP1; Oncology; Medicine; Internal medicine; Biology; Bioinformatics; Cancer research; Gene; Polymerase; Poly ADP ribose polymerase; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916333,0.0001885882,0.0002196294,0.0005678318,0.0001261538,0.0003278418,0.00014583,0.0002074853,0.0007757916],"category_scores_gemma":[0.001096882,0.00007880511,0.000200975,0.0005616599,0.0001871291,0.0002074325,0.0002746279,0.0002129416,0.0001414635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625991,"about_ca_system_score_gemma":0.0003016186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004691576,"about_ca_topic_score_gemma":0.001031773,"domain_scores_codex":[0.9998475,0.00002759971,0.00001643363,0.00003812732,0.00004224755,0.00002812783],"domain_scores_gemma":[0.9993268,0.0002242089,0.0002842975,0.00003680695,0.00007546824,0.00005247642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083849,0.00008893302,0.8912339,0.0001452368,0.0001730465,0.0002915848,0.00009172911,0.004800277,0.08200913,0.0002691198,0.0004278216,0.01938546],"study_design_scores_gemma":[0.00005694558,0.0005004012,0.9411817,0.00004148703,0.0002482717,0.001064611,0.0001664091,0.01961918,0.03400559,0.001455093,0.001639401,0.00002099811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963205,0.0004366658,0.001302412,0.00005103553,0.000004096413,0.0000169982,0.001437298,0.0000190617,0.0004120368],"genre_scores_gemma":[0.9964276,0.0001969056,0.001406426,0.00003173459,0.000004837938,0.00002676273,0.001753509,0.000004887577,0.0001473965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007757916,"threshold_uncertainty_score":0.002630889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970649951128521,"score_gpt":0.3269803682311851,"score_spread":0.2872738687198999,"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."}}