{"id":"W2779222065","doi":"10.1093/bioinformatics/btx821","title":"DyNetViewer: a Cytoscape app for dynamic network construction, analysis and visualization","year":2017,"lang":"en","type":"article","venue":"Bioinformatics","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Central South University; National Natural Science Foundation of China","keywords":"Visualization; Computer science; Cluster analysis; Network analysis; Data mining; Data visualization; Graph drawing; Machine learning","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":[0.001386865,0.002099538,0.001481334,0.003306502,0.001021691,0.001958541,0.003732375,0.001607555,0.1221097],"category_scores_gemma":[0.005377771,0.001512019,0.001379691,0.002050358,0.0003795369,0.002923056,0.002408438,0.002996301,0.03561975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006821787,"about_ca_system_score_gemma":0.002273118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005149341,"about_ca_topic_score_gemma":0.00778346,"domain_scores_codex":[0.9992482,0.0001100835,0.00006700481,0.0001865448,0.0002953111,0.00009276341],"domain_scores_gemma":[0.9979739,0.001135386,0.0001010525,0.0002055383,0.0003861955,0.0001981005],"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":[0.0005106389,0.0001319341,0.001721467,0.004117873,0.0005344574,0.0007561634,0.0005839727,0.006599654,0.02275118,0.01019775,0.8351095,0.1169854],"study_design_scores_gemma":[0.0006735431,0.00009452132,0.003829635,0.0006208143,0.0002095976,0.0009464869,0.0001791007,0.08793007,0.06280431,0.03304707,0.8091365,0.0005283523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.006615988,0.001477048,0.320615,0.001063797,0.0009331275,0.0008119222,0.1585149,0.4935002,0.01646799],"genre_scores_gemma":[0.06088336,0.003197402,0.5220713,0.002429371,0.0003994545,0.00748722,0.2415532,0.1272264,0.03475229],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1221097,"threshold_uncertainty_score":0.4084976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006517248778063056,"score_gpt":0.2559479655771383,"score_spread":0.2494307167990753,"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."}}