{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009749355,0.0002199061,0.0001631582,0.00004264601,0.00004443682,0.00001990789,0.00009890239,0.0004799805,0.00005311678],"category_scores_gemma":[0.000009942934,0.0002156321,0.00007066798,0.000002585978,0.00009979555,8.029841e-7,0.0001370835,0.0001838733,0.00001122591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001679618,"about_ca_system_score_gemma":0.00006282245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001511405,"about_ca_topic_score_gemma":0.00003915975,"domain_scores_codex":[0.999269,0.000008333134,0.0001769115,0.0002844609,0.0000945,0.0001667568],"domain_scores_gemma":[0.9994621,0.000005083335,0.0001158483,0.0002594532,0.00007193904,0.00008562944],"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":[0.00002616039,0.000004202205,0.00009202729,0.00003634733,0.00007524616,0.000002345386,0.00003171572,2.11663e-7,0.9347113,0.001754665,0.0000740579,0.0631917],"study_design_scores_gemma":[0.0001113008,0.00007808935,0.00002722059,0.00003732752,0.00003433369,0.000002932074,0.000001163738,8.362546e-7,0.6932015,0.003588411,0.3027158,0.0002010504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04661184,0.05788495,0.005145768,0.00008495708,0.0006559567,0.001239048,0.0001959264,0.00005227021,0.8881293],"genre_scores_gemma":[0.3781447,0.002678019,0.001269426,0.0001397815,0.001214172,0.00007357685,0.00009740482,0.0001103859,0.6162725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3315329,"threshold_uncertainty_score":0.8793222,"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."}}