{"id":"W4241843979","doi":"10.1158/1538-7445.pedca19-a52","title":"Abstract A52: Zero Childhood Cancer (ZERO): A comprehensive precision medicine platform for children with high-risk cancer","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Pediatric cancer; Medicine; Oncology; Germline mutation; Sarcoma; Germline; Bioinformatics; Internal medicine; Genetics; Biology; Mutation; Gene; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004684457,0.0004921443,0.0006193574,0.0006246212,0.0007336588,0.001569614,0.0009284167,0.0009689207,0.01054187],"category_scores_gemma":[0.004572059,0.0003895036,0.0007687719,0.0005060948,0.000819713,0.0009613934,0.003055688,0.001984879,0.002050731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349854,"about_ca_system_score_gemma":0.006453478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408523,"about_ca_topic_score_gemma":0.007260653,"domain_scores_codex":[0.9977404,0.001004717,0.00008194329,0.0003915628,0.0005830981,0.0001983927],"domain_scores_gemma":[0.9950067,0.0009963914,0.0006727634,0.000522937,0.001171064,0.00163014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006495684,0.000800381,0.08592752,0.001593406,0.0005359468,0.0009753752,0.000582121,0.0040061,0.02880327,0.01656611,0.3206347,0.5330793],"study_design_scores_gemma":[0.005265723,0.007845342,0.18935,0.001686484,0.0009549292,0.004032865,0.0004291145,0.01662033,0.04204291,0.01464452,0.716905,0.000222792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5554381,0.03783974,0.09908905,0.08209169,0.003342825,0.006707329,0.05052792,0.01345689,0.1515065],"genre_scores_gemma":[0.7290237,0.01055353,0.1665915,0.02806886,0.001540053,0.003737723,0.02780831,0.001101178,0.0315752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01054187,"threshold_uncertainty_score":0.03526604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08207689061090008,"score_gpt":0.4009597419466326,"score_spread":0.3188828513357326,"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."}}