{"id":"W2168447402","doi":"10.1016/s1535-9476(20)31954-x","title":"What Has Proteomics Accomplished?","year":2007,"lang":"en","type":"article","venue":"Molecular & Cellular Proteomics","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Proteomics; Computational biology; Computer science; Chemistry; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005673424,0.0005110762,0.0004052185,0.0001316595,0.0003949028,0.0005103688,0.0008814353,0.0004640725,0.0002581664],"category_scores_gemma":[0.00006482547,0.0005684408,0.0002905352,0.0003468235,0.0002533286,0.0004854409,0.0003493608,0.0007901978,0.000110486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592848,"about_ca_system_score_gemma":0.0001187638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923314,"about_ca_topic_score_gemma":0.000007561683,"domain_scores_codex":[0.9970526,0.00002194468,0.0007343095,0.0008731646,0.0004261077,0.0008918826],"domain_scores_gemma":[0.9976809,0.00003961113,0.0003530227,0.001435366,0.0001899735,0.0003011194],"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":[0.00005724393,0.0001341681,0.00009963821,0.00008002129,0.00003621207,0.00008997211,0.0001011088,0.00009710895,0.9900433,0.006440196,0.00008489456,0.002736129],"study_design_scores_gemma":[0.0004916422,0.0000290048,0.000007131878,0.00009383031,0.00003450284,0.00004247233,0.0001581652,0.0004829218,0.9618218,0.017958,0.01823918,0.0006413506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4635802,0.0003673218,0.5309083,0.0004290196,0.00009277003,0.0009429972,0.00001243866,0.0003812026,0.003285768],"genre_scores_gemma":[0.4948592,0.0001290301,0.5022935,0.0004305094,0.0002538906,0.0006169142,0.0001790447,0.0001922983,0.001045699],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03127902,"threshold_uncertainty_score":0.9996767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567782660482321,"score_gpt":0.2592962059590678,"score_spread":0.2436183793542446,"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."}}