{"id":"W4247458062","doi":"10.1038/nbt.2657","title":"Network cleanup","year":2013,"lang":"en","type":"letter","venue":"Nature Biotechnology","topic":"RNA Research and Splicing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Business; Environmental science; Computational biology; Biology","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":[0.002808909,0.0008317553,0.0006624736,0.001095513,0.002969363,0.002691184,0.001567317,0.003142561,0.05226782],"category_scores_gemma":[0.01310713,0.000487561,0.0007491876,0.0006757743,0.00120069,0.003736386,0.002787952,0.006836447,0.02648362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110413,"about_ca_system_score_gemma":0.002390055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282911,"about_ca_topic_score_gemma":0.01000292,"domain_scores_codex":[0.9974318,0.0004421395,0.00008899312,0.0004194535,0.001283679,0.0003339861],"domain_scores_gemma":[0.993824,0.001780872,0.0002251143,0.001857441,0.001614966,0.0006975469],"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":[0.00008479847,0.00003235412,0.000209596,0.00008847212,0.0000203033,0.0001853273,0.00004758278,0.0003233197,0.003289385,0.02703293,0.8929001,0.07578586],"study_design_scores_gemma":[0.00002479422,0.00001851641,0.0001639954,0.00004248198,0.00001299994,0.000167118,0.00005120156,0.001532215,0.003854291,0.01845405,0.9756614,0.00001695794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005554245,0.006427026,0.1695596,0.46728,0.08390057,0.0006498239,0.003039264,0.01112493,0.2524646],"genre_scores_gemma":[0.0905285,0.006833748,0.08682634,0.2592085,0.02624613,0.001551312,0.005148694,0.003008245,0.5206486],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05226782,"threshold_uncertainty_score":0.1748533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005893397976050623,"score_gpt":0.2432680748200581,"score_spread":0.2373746768440075,"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."}}