{"id":"W6922956725","doi":"10.1371/journal.pcbi.1007882.s001","title":"Comparison of MS and SomaLogic measurements.","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Identification (biology); Mass spectrometry","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":[0.001772532,0.00114274,0.0007877403,0.003036031,0.001332824,0.001734437,0.001033939,0.0008794282,0.02481229],"category_scores_gemma":[0.002162836,0.0005317128,0.0008169556,0.002944594,0.0008246644,0.0007945384,0.001006078,0.00174167,0.01624031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846105,"about_ca_system_score_gemma":0.001712098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101478,"about_ca_topic_score_gemma":0.02542179,"domain_scores_codex":[0.9974356,0.0001534939,0.0001097226,0.001214276,0.0008261696,0.0002607509],"domain_scores_gemma":[0.9981085,0.0003117353,0.0002760466,0.0003407937,0.0007646696,0.0001982119],"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":[0.001726213,0.0002750085,0.009646643,0.001393783,0.0005259126,0.000354082,0.0004130458,0.0004783799,0.8957046,0.003226262,0.03181059,0.05444547],"study_design_scores_gemma":[0.0001071658,0.000346984,0.1050876,0.0001890729,0.0004373161,0.001656052,0.0006610907,0.002355176,0.7869542,0.001886343,0.1001763,0.0001426715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4210587,0.009754572,0.1822551,0.0023834,0.002716733,0.0005677652,0.2408872,0.0202316,0.1201448],"genre_scores_gemma":[0.5046336,0.007694515,0.2068641,0.003449769,0.0003039401,0.001878088,0.1530016,0.0091454,0.113029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02481229,"threshold_uncertainty_score":0.08300537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814396610140112,"score_gpt":0.3551694395786166,"score_spread":0.1737297785646054,"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."}}