{"id":"W2020224936","doi":"10.1021/pr800389e","title":"Differential Protein Expressions in Renal Cell Carcinoma: New Biomarker Discovery by Mass Spectrometry","year":2009,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Biomarker discovery; Renal cell carcinoma; Mass spectrometry; Proteomics; Biomarker; Chemistry; Computational biology; Cancer research; Chromatography; Biology; Medicine; Oncology; Biochemistry","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":[0.001754579,0.0006809696,0.000891813,0.001171928,0.0001919248,0.0006132111,0.0004576059,0.0006221709,0.000229128],"category_scores_gemma":[0.001480759,0.0002402467,0.0007277331,0.0009317007,0.0003386085,0.000459577,0.0003874143,0.0004042541,0.0002561915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849205,"about_ca_system_score_gemma":0.0003438127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000454028,"about_ca_topic_score_gemma":0.0004879347,"domain_scores_codex":[0.9989951,0.0002132108,0.00005893115,0.0002561127,0.0004332696,0.00004340775],"domain_scores_gemma":[0.9995567,0.000172915,0.0001361039,0.00002768646,0.00008009312,0.00002645703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003477014,0.0001089661,0.01977632,0.000493306,0.0002213867,0.0002905553,0.00004975899,0.005775707,0.9502348,0.0002765521,0.0001393905,0.02228562],"study_design_scores_gemma":[0.00007682633,0.001139849,0.09076367,0.00007865301,0.0005648686,0.001836687,0.0001016951,0.1708308,0.7281865,0.00137448,0.004953817,0.00009207658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794478,0.01061751,0.1070037,0.0003178986,0.00006015992,0.0001736138,0.001038018,0.0005058561,0.0008353848],"genre_scores_gemma":[0.8720953,0.00405111,0.1216293,0.0001831009,0.00003884645,0.0001561403,0.001214667,0.00004566853,0.0005858681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754579,"threshold_uncertainty_score":0.009279251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344367611219225,"score_gpt":0.3466444337278238,"score_spread":0.3122076726059013,"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."}}