{"id":"W4292937615","doi":"10.1158/1940-6207.capr-22-0215","title":"Collaboration to Promote Research and Improve Clinical Care in the Evolving Field of Childhood Cancer Predisposition","year":2022,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; St. Baldrick's Foundation","keywords":"Childhood cancer; Cancer; Field (mathematics); Medicine; Environmental health; Internal medicine","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":[0.003067991,0.00006031493,0.00009718094,0.0001123436,0.0002799887,0.00004074597,0.0002369464,0.00007217277,0.00007280031],"category_scores_gemma":[0.0002112232,0.0000534951,0.0000367605,0.0005600491,0.00006620373,0.000007950193,0.0002696612,0.0004246386,5.048254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194016,"about_ca_system_score_gemma":0.0005994759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000397765,"about_ca_topic_score_gemma":0.00113366,"domain_scores_codex":[0.9977606,0.0008389859,0.0002548821,0.0003451035,0.0005647237,0.0002357371],"domain_scores_gemma":[0.9991148,0.00006257974,0.00004796669,0.0002704836,0.0004579304,0.00004630764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00154885,0.0008985274,0.02846433,0.0004863598,0.0001193404,0.000005193381,0.01433603,0.001934034,0.5084459,0.0001920471,0.03064503,0.4129244],"study_design_scores_gemma":[0.01069886,0.03673061,0.1634654,0.001720707,0.00009530438,0.00002074196,0.09642859,0.006931977,0.561704,0.005809614,0.1151148,0.001279409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907375,0.006145992,0.00006862565,0.001509737,0.0001437424,0.001003155,0.00005705805,0.000003146735,0.0003310258],"genre_scores_gemma":[0.9969426,0.0008646185,0.00009941668,0.00008411564,0.0002521836,0.001262454,0.00004512073,0.00001062556,0.0004388194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.411645,"threshold_uncertainty_score":0.2181467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05264043352586184,"score_gpt":0.4860093653760412,"score_spread":0.4333689318501793,"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."}}