{"id":"W1977868831","doi":"10.1021/pr070706t","title":"Ringing in 2007 | Solid statistics will promote development of proteomics","year":2007,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Los Angeles; School of Medicine, Vanderbilt University; Rijksuniversiteit Groningen; McGill University; University of Ottawa; National Cancer Institute; Carnegie Mellon University; Université de Genève; Yale University; Vanderbilt University; Purdue University; North Carolina State University; Bristol-Myers Squibb; AstraZeneca; Johns Hopkins University; Pfizer","keywords":"Ringing; Proteomics; Data science; Computer science; Statistics; Biology; Mathematics; Telecommunications; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01626216,0.001404331,0.001383866,0.003266895,0.00359217,0.01588926,0.001969323,0.005356217,0.1373343],"category_scores_gemma":[0.03745868,0.0008609999,0.001353787,0.002687762,0.002573032,0.007381293,0.005263783,0.00895804,0.1213744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003402533,"about_ca_system_score_gemma":0.007619327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646245,"about_ca_topic_score_gemma":0.005252123,"domain_scores_codex":[0.9935116,0.001092189,0.0004084163,0.0006954721,0.003547547,0.0007448206],"domain_scores_gemma":[0.9531175,0.006475325,0.002109389,0.00342985,0.01845321,0.01641473],"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":[0.00002757474,0.000009859173,0.00009339888,0.00002569729,0.000005333416,0.0000184585,0.00001220063,0.00002406357,0.0001140283,0.00319916,0.9799375,0.01653275],"study_design_scores_gemma":[0.00001384722,0.00002261336,0.0002401728,0.00005990365,0.000003050968,0.00003246944,0.00003265554,0.0001346409,0.0002029392,0.004452097,0.9947937,0.00001194672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001480579,0.01513273,0.02288454,0.4000576,0.420188,0.0002926877,0.007006303,0.0108664,0.1220911],"genre_scores_gemma":[0.01668833,0.02324582,0.02624331,0.0938895,0.1609959,0.000376456,0.01406336,0.007534442,0.6569628],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1373343,"threshold_uncertainty_score":0.459429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05195015691411742,"score_gpt":0.419839661104508,"score_spread":0.3678895041903906,"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."}}