{"id":"W3103778988","doi":"10.1002/pbc.28794","title":"A nomogram of clinical and biologic factors to predict survival in children newly diagnosed with high‐risk neuroblastoma: An International Neuroblastoma Risk Group project","year":2020,"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":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Cancer Research UK; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Nomogram; Medicine; Neuroblastoma; Oncology; Internal medicine; Cohort; Retrospective cohort study; Proportional hazards model; Hazard ratio; Confidence interval","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":[0.006579725,0.000942167,0.0007264498,0.003111787,0.0004842249,0.001220349,0.0008360473,0.000462526,0.0007189884],"category_scores_gemma":[0.009307951,0.0001790162,0.0009798887,0.001229435,0.0002996821,0.0005771539,0.001173846,0.0006612379,0.0003489908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392036,"about_ca_system_score_gemma":0.001504065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005055269,"about_ca_topic_score_gemma":0.004460649,"domain_scores_codex":[0.9991223,0.0003888666,0.00007065378,0.0001539261,0.0001781423,0.00008610803],"domain_scores_gemma":[0.9960107,0.001290032,0.001076711,0.0004350876,0.000684638,0.0005029555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002315649,0.00003770961,0.9858295,0.00002060157,0.0001106275,0.0000438643,0.00005104158,0.001884342,0.0001325496,0.00006386213,0.001133337,0.01046093],"study_design_scores_gemma":[0.0001447529,0.0005502652,0.9431377,0.00009275039,0.0004286541,0.000629388,0.000407235,0.04888232,0.000822327,0.0004154838,0.004443644,0.00004558062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847297,0.0007979082,0.006680931,0.0003217501,0.00003890484,0.0002875254,0.005341107,0.0001420482,0.001660264],"genre_scores_gemma":[0.985244,0.000229627,0.007077879,0.00004104468,0.00002241496,0.0002127084,0.006909642,0.0000252378,0.0002374362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006579725,"threshold_uncertainty_score":0.03479731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754634200580802,"score_gpt":0.3223848697070584,"score_spread":0.2948385277012504,"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."}}