{"id":"W1544681573","doi":"10.5772/39074","title":"Proteomics and Esophageal Cancer","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophageal cancer; Medicine; Family medicine; Computational biology; Library science; Internal medicine; Cancer; Biology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002129974,0.0004049987,0.0002763857,0.0008644724,0.0002481094,0.0007280695,0.0002075941,0.0005645397,0.003815206],"category_scores_gemma":[0.0002009128,0.0001381298,0.0001328484,0.0009118689,0.0002735959,0.0007660752,0.0004657571,0.000672724,0.002108464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447991,"about_ca_system_score_gemma":0.0002959723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009199594,"about_ca_topic_score_gemma":0.002303806,"domain_scores_codex":[0.9999367,0.00001166204,0.000003680327,0.00001483701,0.00002455919,0.000008570869],"domain_scores_gemma":[0.9999678,0.00001080494,0.000002993534,0.00000141876,0.00001178344,0.000005153569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009197172,0.00005722604,0.0008444127,0.0006817653,0.00002799527,0.0004319367,0.0001964156,0.0001519815,0.01025986,0.01575617,0.2121916,0.7593087],"study_design_scores_gemma":[0.000005994099,0.00002822818,0.001909576,0.0001572752,0.00001276893,0.00172847,0.00009937325,0.00009575872,0.001800716,0.004435135,0.989715,0.00001163739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003094651,0.9415095,0.001426875,0.01211849,0.00359989,0.000009267761,0.00007871948,0.00008455329,0.03807802],"genre_scores_gemma":[0.02589775,0.7993081,0.00436522,0.009193434,0.00364279,0.00002662517,0.0002257464,0.0000538589,0.1572865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003815206,"threshold_uncertainty_score":0.01276314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173759329690004,"score_gpt":0.2620861292563332,"score_spread":0.2447101962873328,"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."}}