{"id":"W2955263466","doi":"10.1158/1538-7445.sabcs18-3356","title":"Abstract 3356: Working together to put kids first: Outreach strategies driving collaborative research, data sharing and cross-disease analysis to accelerate discoveries in pediatric cancer and structural birth defects","year":2019,"lang":"en","type":"article","venue":"","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; Ontario Institute for Cancer Research","funders":"","keywords":"Outreach; Disease; Childhood cancer; Computer science; Cancer; Medicine; Political science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07869996,0.0009240091,0.0005752085,0.002608367,0.01125993,0.01198687,0.00415277,0.004471081,0.04494095],"category_scores_gemma":[0.1061247,0.0009860698,0.001149682,0.002091515,0.005063807,0.01266725,0.03476261,0.008981332,0.01446618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005767398,"about_ca_system_score_gemma":0.04482679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006020134,"about_ca_topic_score_gemma":0.01424302,"domain_scores_codex":[0.9431968,0.0432951,0.001455328,0.003171488,0.005109833,0.003771382],"domain_scores_gemma":[0.861829,0.04622564,0.005598788,0.008694614,0.01298703,0.06466485],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002451011,0.0006387374,0.01194098,0.001009264,0.00007821986,0.001085804,0.03690759,0.0003248372,0.001702035,0.01902997,0.5918846,0.3351528],"study_design_scores_gemma":[0.0002475532,0.0004510727,0.009615165,0.001788651,0.00008185866,0.0005003183,0.04210524,0.0008928623,0.00168922,0.03121996,0.9112917,0.0001164404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04847925,0.004147254,0.06764776,0.7178159,0.008765376,0.004903377,0.002415915,0.005536234,0.1402889],"genre_scores_gemma":[0.4047154,0.008223048,0.266322,0.2244555,0.00530164,0.009622827,0.003979155,0.003523969,0.07385643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9213001,"threshold_uncertainty_score":0.4162102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243620435986281,"score_gpt":0.5455578540130793,"score_spread":0.3211958104144512,"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."}}