{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1094087,0.001564217,0.002016875,0.004626928,0.006639835,0.01201946,0.005056778,0.01041912,0.03129712],"category_scores_gemma":[0.1668246,0.001222735,0.003189465,0.003382163,0.005386491,0.01092012,0.03554298,0.02147282,0.009919671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01237622,"about_ca_system_score_gemma":0.1231415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423449,"about_ca_topic_score_gemma":0.01577018,"domain_scores_codex":[0.8764803,0.0828837,0.006533249,0.009871213,0.01492154,0.009310031],"domain_scores_gemma":[0.6228189,0.07427104,0.02152556,0.02779339,0.09005551,0.1635356],"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":[0.0003751759,0.0007703395,0.02382712,0.001610051,0.0005007525,0.001553617,0.008317215,0.001059789,0.002460852,0.03448134,0.6712995,0.2537443],"study_design_scores_gemma":[0.0004107794,0.0003006238,0.007896826,0.003958339,0.0001537428,0.00101837,0.008782392,0.0006977572,0.001052872,0.04222793,0.933313,0.000187383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0084431,0.01780254,0.04161356,0.873818,0.01782893,0.001378727,0.001385801,0.001522388,0.03620697],"genre_scores_gemma":[0.1405682,0.03080042,0.2257146,0.5314839,0.02009318,0.00685817,0.004790905,0.001661091,0.0380296],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1094087,"threshold_uncertainty_score":0.5786152,"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."}}