{"id":"W3007060065","doi":"10.1002/pbc.28153","title":"Optimization of percutaneous biopsy for diagnosis and pretreatment risk assessment of neuroblastoma","year":2020,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Neuroblastoma; Biopsy; Percutaneous; Pediatric oncology; Internal medicine; Oncology; Surgery; 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":[0.002656946,0.0003173175,0.0002623269,0.0009080293,0.0002655046,0.0005615309,0.0003130939,0.0002517025,0.001004127],"category_scores_gemma":[0.009319517,0.0001507862,0.0001923973,0.000483939,0.0002874739,0.0003718293,0.0003425641,0.0003023922,0.0002438998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627286,"about_ca_system_score_gemma":0.0008385813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021325,"about_ca_topic_score_gemma":0.003337384,"domain_scores_codex":[0.9981613,0.001035822,0.0001291783,0.0001654445,0.0004198221,0.00008840907],"domain_scores_gemma":[0.9974958,0.001361767,0.0005757186,0.00008767846,0.0003462655,0.0001326095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007370528,0.0001036013,0.8746578,0.0001030292,0.000049339,0.0005434722,0.0001634696,0.0017769,0.00718098,0.0001444209,0.0005346407,0.1140052],"study_design_scores_gemma":[0.00005780051,0.001395298,0.9662371,0.0001663135,0.0001190837,0.007719038,0.0004477751,0.01021569,0.01063014,0.0003506703,0.002640136,0.00002090052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710482,0.004068831,0.02075785,0.0003414841,0.00002357478,0.000179653,0.0001334826,0.000123959,0.003322901],"genre_scores_gemma":[0.982999,0.0008068577,0.01579033,0.00005468484,0.00002641314,0.00006662755,0.000126792,0.00001952809,0.0001098292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002656946,"threshold_uncertainty_score":0.0140515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128538133130497,"score_gpt":0.3130143877583578,"score_spread":0.2917290064270529,"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."}}