{"id":"W4399281547","doi":"10.1200/jco.2024.42.16_suppl.10003","title":"Impact of an objective scoring system on initiation of therapy in patients with International Neuroblastoma Risk Group Staging System (INRGSS) stage MS neuroblastoma: A report from the Children’s Oncology Group.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health","keywords":"Medicine; Neuroblastoma; Stage (stratigraphy); Staging system; Oncology; Internal medicine; Pediatric oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002395355,0.00026964,0.0004609037,0.0002411785,0.0001829668,0.0004245894,0.0002175338,0.0002779679,0.0007041016],"category_scores_gemma":[0.003926033,0.000102163,0.000481745,0.0003630873,0.0001569973,0.0003089622,0.0002927503,0.0005798753,0.0001232103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614322,"about_ca_system_score_gemma":0.0007722449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703062,"about_ca_topic_score_gemma":0.003692797,"domain_scores_codex":[0.9990753,0.0004859591,0.00009138392,0.00008586216,0.0001959004,0.00006563858],"domain_scores_gemma":[0.9974024,0.0009838103,0.0008303362,0.000105176,0.0002438387,0.0004343481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03407515,0.001319811,0.8677123,0.0001552939,0.0005169741,0.00005983049,0.00009523956,0.0006377435,0.001416419,0.0000574296,0.001840925,0.09211292],"study_design_scores_gemma":[0.005863325,0.02975334,0.9583016,0.00007129605,0.0004817404,0.0002583498,0.00009175309,0.001647116,0.001017405,0.00005975802,0.002426926,0.00002752632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960156,0.001511048,0.0001753091,0.0002279937,0.0000275283,0.0001965511,0.0005985461,0.000007097848,0.00124015],"genre_scores_gemma":[0.9965031,0.0006155677,0.0007436229,0.0001802982,0.00005317947,0.0002035071,0.001441593,0.000005086546,0.000254022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002395355,"threshold_uncertainty_score":0.01266801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178863206831531,"score_gpt":0.4128069934909669,"score_spread":0.3710183614226517,"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."}}