{"id":"W2177825474","doi":"10.1158/2159-8290.cd-15-0821","title":"All the World's a Stage: Facilitating Discovery Science and Improved Cancer Care through the Global Alliance for Genomics and Health","year":2015,"lang":"en","type":"letter","venue":"Cancer Discovery","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Institute for Health and Care Research; Cancer Research UK","keywords":"Interoperability; Alliance; Genomics; Data sharing; Data science; Health care; Cancer; Computer science; Genome; Knowledge management; Medicine; Biology; Political science; World Wide Web; Genetics; Alternative medicine; Gene","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":[0.006288946,0.0006463191,0.0009195308,0.000423884,0.004285208,0.004799447,0.002167578,0.0423822,0.005052032],"category_scores_gemma":[0.01710022,0.0005942734,0.0009954191,0.0004455012,0.005577542,0.006919083,0.003245573,0.04530301,0.003848011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004155358,"about_ca_system_score_gemma":0.005539599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820051,"about_ca_topic_score_gemma":0.005696812,"domain_scores_codex":[0.9952077,0.002005768,0.000311171,0.0005075016,0.001412215,0.0005555059],"domain_scores_gemma":[0.9907656,0.005721069,0.0004464099,0.000422352,0.0008441696,0.001800383],"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":[0.00007650045,0.00009011609,0.0009482152,0.00007719425,0.00002378643,0.002956962,0.0003600842,0.0001203478,0.0005477509,0.01341069,0.9574165,0.02397177],"study_design_scores_gemma":[0.0001446911,0.0001231703,0.001253214,0.0002551402,0.00002693428,0.004090436,0.0009326981,0.001082047,0.0004995593,0.03806937,0.9534394,0.00008339059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003538374,0.001510217,0.0002003543,0.9912549,0.004963208,0.000008794329,0.000009977301,0.00001953509,0.001679101],"genre_scores_gemma":[0.004860014,0.00144181,0.0005523328,0.9771655,0.0126809,0.00002690564,0.00001162071,0.00001404406,0.003246941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0423822,"threshold_uncertainty_score":0.03325951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317558881568627,"score_gpt":0.3338390908384165,"score_spread":0.3006635020227302,"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."}}