{"id":"W4328052140","doi":"10.1093/pch/pxac123","title":"Precision oncology for children: A primer for paediatricians","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Toronto; Hospital for Sick Children","funders":"EUSA Pharma; Bayer Canada; Y-mAbs Therapeutics","keywords":"Precision oncology; Pediatric oncology; Medicine; Precision medicine; Oncology; Childhood cancer; Internal medicine; Disease; Cancer; Genomic sequencing; Intensive care medicine; Genome; Pathology; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0189975,0.001266135,0.001636025,0.002059785,0.003068909,0.006782421,0.002600057,0.01338549,0.006730355],"category_scores_gemma":[0.04485273,0.0007570909,0.001366077,0.001605299,0.009749229,0.01941079,0.005857606,0.03784513,0.003426992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004625119,"about_ca_system_score_gemma":0.01455527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005107324,"about_ca_topic_score_gemma":0.01082925,"domain_scores_codex":[0.9916949,0.003992975,0.001029393,0.0005630758,0.002192238,0.0005274436],"domain_scores_gemma":[0.9605534,0.02683519,0.001597655,0.001034952,0.005428816,0.004550089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005117927,0.00008561144,0.001283986,0.001364267,0.00002677369,0.001410893,0.002997033,0.0002477774,0.0004003994,0.0539223,0.7652953,0.1729146],"study_design_scores_gemma":[0.00001257874,0.00005513221,0.0003813347,0.002697528,0.00001294156,0.003206894,0.00147477,0.00005634203,0.0001019788,0.02640604,0.9655607,0.00003369724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0003458092,0.1793878,0.004986358,0.7864011,0.0208985,0.00005530895,0.00008577087,0.0001353291,0.007703971],"genre_scores_gemma":[0.009967725,0.3479989,0.03095878,0.5476583,0.05264702,0.0003887734,0.0001645988,0.0002319405,0.009983922],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0189975,"threshold_uncertainty_score":0.1004696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036398428755328,"score_gpt":0.3697287444360652,"score_spread":0.339364760148512,"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."}}