{"id":"W2883542600","doi":"10.1002/pbc.27363","title":"Risk stratification of high‐risk metastatic neuroblastoma: A report from the HR‐NBL‐1/SIOPEN study","year":2018,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Cancer Research UK","keywords":"Medicine; Neuroblastoma; Internal medicine; Univariate analysis; Hazard ratio; Oncology; Cohort; Proportional hazards model; Clinical endpoint; Lactate dehydrogenase; Performance status; Prognostic variable; Confidence interval; Multivariate analysis; Clinical trial; Overall survival","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":[0.002461206,0.0003639089,0.0004583948,0.0002331859,0.0001430018,0.0004816194,0.0002211752,0.0002351643,0.0006514942],"category_scores_gemma":[0.004277114,0.00009658538,0.0005297155,0.0004538897,0.0001563023,0.0002308872,0.0002621061,0.0003175972,0.00009748673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779977,"about_ca_system_score_gemma":0.0004538389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547345,"about_ca_topic_score_gemma":0.004343114,"domain_scores_codex":[0.9993801,0.0002900748,0.00004879152,0.00010385,0.0001396416,0.00003750957],"domain_scores_gemma":[0.9975675,0.001122838,0.0007331288,0.0002023939,0.0001913139,0.0001827413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002321411,0.00002980573,0.9824225,0.00009014534,0.000462793,0.0002692375,0.0001035085,0.0004588057,0.0003413125,0.0000809344,0.0008445015,0.01257505],"study_design_scores_gemma":[0.000343518,0.0004453159,0.994167,0.00007373872,0.0006186391,0.0007213171,0.0000935536,0.0008507911,0.000286045,0.0001476971,0.002235614,0.00001683095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921434,0.004792176,0.0004316866,0.0002116407,0.00001686588,0.00003076023,0.001142396,0.000009346237,0.001221635],"genre_scores_gemma":[0.9967402,0.001193787,0.0002486891,0.00006444034,0.00002935638,0.00002367704,0.001510959,0.000005658501,0.0001833378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003547345,"threshold_uncertainty_score":0.01301628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250991885296312,"score_gpt":0.3225498740370663,"score_spread":0.3000399551841032,"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."}}