{"id":"W2804199370","doi":"10.1097/pas.0000000000001082","title":"A 3-Protein Expression Signature of Neuroblastoma for Outcome Prediction","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Ganglioneuroblastoma; Ganglioneuroma; Proliferating cell nuclear antigen; Immunohistochemistry; Neuroblastoma; Tissue microarray; Oncology; Medicine; Receiver operating characteristic; Proliferation Marker; Internal medicine; Pathology; Cancer research; Biology; Cell culture","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":[0.0009269706,0.0006398591,0.0004918599,0.0009669859,0.0002159719,0.0005723368,0.0002246319,0.0002892643,0.0004797047],"category_scores_gemma":[0.001414788,0.0001114049,0.000606336,0.0005549042,0.0001847987,0.0003009955,0.0004384521,0.0004055423,0.0002625025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790453,"about_ca_system_score_gemma":0.000915828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881575,"about_ca_topic_score_gemma":0.002629914,"domain_scores_codex":[0.999744,0.00006631235,0.00002267744,0.00005937686,0.000071215,0.00003643931],"domain_scores_gemma":[0.9995285,0.00017237,0.0001129775,0.0000332155,0.00009237965,0.00006061648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007072101,0.0002745578,0.7980181,0.0001167592,0.0003550196,0.000330401,0.00009161614,0.04276489,0.04178321,0.0004934759,0.001341694,0.113723],"study_design_scores_gemma":[0.00004741849,0.0009918944,0.4066553,0.00005597973,0.000531305,0.0009688543,0.0001091658,0.5594606,0.02512661,0.00296184,0.003017082,0.00007403353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375169,0.0009571475,0.05790232,0.0003122259,0.00003425344,0.0001224802,0.001653144,0.0003752834,0.001126215],"genre_scores_gemma":[0.9827349,0.0002430729,0.01535555,0.00004605835,0.00001753273,0.00005302811,0.001215233,0.0000158748,0.0003187408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001881575,"threshold_uncertainty_score":0.004902363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319604802846838,"score_gpt":0.3272720720600635,"score_spread":0.3040760240315952,"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."}}