{"id":"W4402267903","doi":"10.1158/1538-7445.pediatric24-b068","title":"Abstract B068: NL-4C: The Dutch Comprehensive Childhood Commons, a resource to tackle pediatric cancer worldwide","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Childhood cancer; Resource (disambiguation); Medicine; Political science; Gerontology; Internal medicine; Computer science","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":[0.003074377,0.0007300454,0.0005462421,0.001466084,0.0009378041,0.002624132,0.001940303,0.001104375,0.1608041],"category_scores_gemma":[0.008440625,0.0004769931,0.0004963888,0.00340136,0.0004980531,0.002012845,0.004992334,0.001125227,0.04865821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003930131,"about_ca_system_score_gemma":0.01264585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06539558,"about_ca_topic_score_gemma":0.0420262,"domain_scores_codex":[0.9986867,0.0003596189,0.00007525401,0.0002055625,0.0004286183,0.0002442282],"domain_scores_gemma":[0.9946095,0.0008829306,0.0004486432,0.0004513313,0.001158788,0.002448882],"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":[0.0001854373,0.00002847903,0.002190578,0.0003806966,0.00001967764,0.0001861082,0.0001827262,0.0008266109,0.001318019,0.008276612,0.9371631,0.0492418],"study_design_scores_gemma":[0.00005255034,0.00001484381,0.002397082,0.0001359285,0.000005352304,0.00009377326,0.0001041475,0.0004500267,0.0004889487,0.001252151,0.9949923,0.00001300133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01385001,0.006279641,0.02639925,0.02848978,0.002442015,0.001160694,0.725848,0.01042801,0.1851026],"genre_scores_gemma":[0.07546228,0.007833469,0.06344327,0.006347712,0.001008076,0.003327567,0.6897215,0.01182002,0.1410362],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1608041,"threshold_uncertainty_score":0.5379432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138618886554355,"score_gpt":0.5118983477941244,"score_spread":0.3732794612397693,"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."}}