{"id":"W2137686870","doi":"10.1021/pr300355a","title":"Development of a Multiplex Selected Reaction Monitoring Assay for Quantification of Biochemical Markers of Down Syndrome in Amniotic Fluid Samples","year":2012,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Amniotic fluid; Multiplex; Molecular biology; Chromatography; Andrology; Chemistry; Biology; Fetus; Medicine; Pregnancy; Bioinformatics; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00452282,0.00007208081,0.0003374781,0.0005705947,0.00002787158,0.000004123853,0.0001132489,0.0001080724,0.000005728473],"category_scores_gemma":[0.008153629,0.00005903579,0.00006424026,0.0005850865,0.00007526836,0.0001101833,0.00003592728,0.0003341125,6.937552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922105,"about_ca_system_score_gemma":0.0003686036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008268169,"about_ca_topic_score_gemma":0.000002071399,"domain_scores_codex":[0.9979643,0.0001423087,0.0007785816,0.0000874016,0.0007544677,0.0002729174],"domain_scores_gemma":[0.9973038,0.0009036005,0.0003691475,0.0001293286,0.001160289,0.0001338064],"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":[0.001505035,0.0004156028,0.07788809,0.0007414074,0.00007181241,0.000002588277,0.000288704,0.000005351437,0.9161029,0.000009513034,0.00004495661,0.002924011],"study_design_scores_gemma":[0.0007739585,0.0003409106,0.4156001,0.001023044,0.00001502386,0.00003998426,0.0002198473,0.0001041953,0.5818124,0.000009604672,0.00002939466,0.00003154996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960843,0.0003838745,0.002768098,0.00009488014,0.00004997894,0.0005950182,0.000007258106,0.000003179941,0.00001345541],"genre_scores_gemma":[0.9320661,0.00004623642,0.06777111,3.247569e-7,0.00006312323,0.00002213753,0.000009855937,0.00001026539,0.00001082676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337712,"threshold_uncertainty_score":0.9761245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473906105724623,"score_gpt":0.4020271945186896,"score_spread":0.2546365839462273,"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."}}