{"id":"W2793352549","doi":"10.1016/j.jprot.2018.02.002","title":"Proteomic analysis of first trimester maternal serum to identify candidate biomarkers potentially predictive of spontaneous preterm birth","year":2018,"lang":"en","type":"article","venue":"Journal of Proteomics","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Proteomics; Pregnancy; Proteome; Medicine; Immune system; Glycoprotein; Bioinformatics; Immunology; Biology; Gene; Biochemistry; 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":[0.0006044646,0.0002364809,0.0009478307,0.001090603,0.00006422757,0.000036564,0.0003490476,0.0001569552,0.0002085545],"category_scores_gemma":[0.0001801886,0.0001927712,0.0005337238,0.0006924371,0.0001886452,0.000199251,0.00009802277,0.0002493774,0.000005414782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646101,"about_ca_system_score_gemma":0.0003836687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383357,"about_ca_topic_score_gemma":0.00008999152,"domain_scores_codex":[0.9974409,0.0000903748,0.001260023,0.0002393244,0.0006349676,0.0003344403],"domain_scores_gemma":[0.9969932,0.00003081459,0.001319643,0.0003918546,0.0009169634,0.0003475532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02173361,0.0002678109,0.4778392,0.0006608384,0.008487398,0.001150146,0.001781878,0.0001125568,0.4851808,0.00000428694,0.0003195901,0.00246187],"study_design_scores_gemma":[0.003106275,0.004829116,0.6433198,0.0008868942,0.0030342,0.002268877,0.00009182731,0.0008443768,0.3412131,0.00005848109,0.0001299786,0.0002171072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992565,0.00004536452,0.005239546,0.0002983354,0.0003725023,0.000998326,0.0002891083,0.00001194676,0.0001798425],"genre_scores_gemma":[0.9898688,0.00007380406,0.009432903,0.00008072254,0.0003181094,0.00001177153,0.000007229916,0.00003141191,0.0001752011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654805,"threshold_uncertainty_score":0.7860982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008415060078158124,"score_gpt":0.271580642156889,"score_spread":0.2631655820787309,"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."}}