{"id":"W4403189631","doi":"10.1038/s41576-024-00776-0","title":"A call to action to scale up research and clinical genomic data sharing","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Genetics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; Ontario Institute for Cancer Research; Hospital for Sick Children","funders":"","keywords":"Biology; Computational biology; Scale (ratio); Action (physics); Data science; Evolutionary biology; Computer science; Cartography","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":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.04026081,0.0006143562,0.003888236,0.0007437505,0.000148781,0.0002794364,0.002989657,0.004279165,0.00007278717],"category_scores_gemma":[0.03891112,0.0004320161,0.0005933848,0.001996106,0.0002891367,0.00003920483,0.009977289,0.02616283,0.003641281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005213483,"about_ca_system_score_gemma":0.00191665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001523529,"about_ca_topic_score_gemma":0.0005463628,"domain_scores_codex":[0.9894805,0.001080871,0.00296467,0.003435377,0.002063532,0.0009750251],"domain_scores_gemma":[0.9832183,0.006982059,0.0002651714,0.00684468,0.0009356539,0.0017542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002390443,0.00006867082,0.00003894524,0.07171922,0.00015249,0.00003833829,0.00002193576,2.186884e-8,0.00000224643,0.00009888457,0.05126584,0.8765695],"study_design_scores_gemma":[0.0001307363,0.0005495498,0.00004251305,0.07521657,0.001571366,0.00008764517,0.000005433208,0.00001518632,5.370243e-7,0.0004126699,0.9216465,0.0003212692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002649221,0.9883036,0.00003865291,0.002083501,0.001778046,0.006613261,0.0001750451,0.00005037774,0.0009309981],"genre_scores_gemma":[0.000001488608,0.9716178,0.01121194,0.001114225,0.003525813,0.0002098686,0.0002768868,0.0002101423,0.01183187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8762482,"threshold_uncertainty_score":0.9998131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9378120229929333,"score_gpt":0.783957062652156,"score_spread":0.1538549603407773,"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."}}