{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.04621465,0.001064399,0.002081933,0.003192636,0.001145556,0.005486253,0.004055801,0.01087467,0.008634059],"category_scores_gemma":[0.05275058,0.000596351,0.002595381,0.003359568,0.006863098,0.01479848,0.005296662,0.01672727,0.003339153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006587403,"about_ca_system_score_gemma":0.02565636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004132994,"about_ca_topic_score_gemma":0.005311129,"domain_scores_codex":[0.9780427,0.01338313,0.001674131,0.001174798,0.004516938,0.001208358],"domain_scores_gemma":[0.9015066,0.07353257,0.004183656,0.00349218,0.01262148,0.004663534],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007134414,0.00006919713,0.0002987137,0.01247145,0.0002013875,0.0001894983,0.0004760816,0.0007122989,0.0002424324,0.09607965,0.220384,0.6688039],"study_design_scores_gemma":[0.00003591536,0.00004816205,0.0004039129,0.01616396,0.00007454634,0.0003369551,0.0003112939,0.00009974813,0.00007470683,0.03163642,0.9507865,0.00002780049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001314276,0.8423733,0.001809863,0.1481207,0.004897561,0.00003296268,0.00005121564,0.00006800147,0.002515068],"genre_scores_gemma":[0.003879992,0.9091782,0.008352963,0.07282249,0.004007981,0.0001283233,0.0001363481,0.00005777687,0.001435933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9959442,"threshold_uncertainty_score":0.2444094,"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."}}