{"id":"W4384493023","doi":"10.1002/pbc.30572","title":"Children's Oncology Group's 2023 blueprint for research: Neuroblastoma","year":2023,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; U.S. Department of Defense","keywords":"Neuroblastoma; Medicine; Cog; Disease; Risk stratification; Oncology; Clinical trial; Blueprint; Internal medicine; Targeted therapy; Pediatric oncology; Intensive care medicine; Bioinformatics; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006688511,0.0002351136,0.000406745,0.0007983763,0.0002786262,0.00003618566,0.0002529394,0.0001517179,0.0002327552],"category_scores_gemma":[0.000450114,0.0002050784,0.0002085942,0.001954215,0.0001238585,0.00007934602,0.0002723489,0.0006254867,0.000862614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487964,"about_ca_system_score_gemma":0.0006220494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003393434,"about_ca_topic_score_gemma":0.0001620754,"domain_scores_codex":[0.9966833,0.0001639481,0.0003240898,0.0007464073,0.0008056906,0.001276578],"domain_scores_gemma":[0.9978898,0.0006760489,0.00007894246,0.0004832479,0.0003018455,0.0005701768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005358852,0.006365241,0.4419373,0.001718749,0.001952246,0.003930605,0.0005396309,0.0001045158,0.01440448,0.0008053752,0.429729,0.09315407],"study_design_scores_gemma":[0.01933109,0.01122106,0.9103211,0.00008356605,0.001195041,0.0002913963,0.00008527318,0.0002626427,0.005305821,0.0009712409,0.05037865,0.0005530736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914642,0.0007653289,0.000009907814,0.003858764,0.0004553366,0.001926254,0.0001795563,0.0002948816,0.001045748],"genre_scores_gemma":[0.9826167,0.006184695,0.0002779097,0.0003387356,0.00416649,0.002112004,0.000110209,0.0001086359,0.004084598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4683839,"threshold_uncertainty_score":0.9999153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137952809193605,"score_gpt":0.4381716116613727,"score_spread":0.3243763307420122,"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."}}