{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004139318,0.0001447294,0.0003330109,0.00009259156,0.00004059706,0.000007315036,0.00005032017,0.00004536403,0.00009109017],"category_scores_gemma":[0.0001264776,0.0001191196,0.00009535342,0.0002743878,0.0000411103,0.00004462113,0.00004129038,0.00008615111,5.594273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002649163,"about_ca_system_score_gemma":0.000177894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135154,"about_ca_topic_score_gemma":0.000005125203,"domain_scores_codex":[0.998935,0.00003746553,0.0002624929,0.0002953146,0.0002753323,0.0001943619],"domain_scores_gemma":[0.9991108,0.0001824465,0.000187871,0.0001387536,0.0001635432,0.0002165466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006464242,0.001282165,0.9863591,0.001458171,0.0005415604,0.0001261194,0.0002071337,0.003635728,0.001670283,0.00001078843,0.0003328433,0.003729669],"study_design_scores_gemma":[0.03616412,0.05233746,0.7387334,0.0003526266,0.0232371,0.0006141717,0.0001793826,0.08559879,0.06129444,0.00006486298,0.0004562829,0.0009673554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956992,0.00158095,0.0004896235,0.000609344,0.00004261264,0.001061685,0.0004173545,0.00002570849,0.00007353778],"genre_scores_gemma":[0.9789349,0.01209637,0.008429566,0.00006516158,0.0001557245,0.0002544296,0.00001674307,0.00002716085,0.00001998548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2476257,"threshold_uncertainty_score":0.4857556,"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."}}