{"id":"W2143792848","doi":"10.1016/j.ijbiomac.2014.05.010","title":"Comparative studies on the heterogeneity of plasma-derived and recombinant human albumins in laboratory use","year":2014,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Protein Interaction Studies and Fluorescence Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Provincial Health Services Authority","keywords":"Chemistry; Recombinant DNA; Human serum albumin; Albumin; Thermal stability; Biochemistry; Chromatography; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313906,0.00009678436,0.0002354508,0.00006115997,0.00004432031,0.00001863469,0.0002079552,0.0000503162,0.000004276952],"category_scores_gemma":[0.0005243857,0.00005445501,0.00009337089,0.00004682105,0.0002379875,0.000006991466,0.0001198238,0.0001075357,8.076487e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001501158,"about_ca_system_score_gemma":0.000009556726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001170262,"about_ca_topic_score_gemma":0.00005187621,"domain_scores_codex":[0.9990903,0.0002021819,0.0003689175,0.0001305178,0.0001296436,0.00007840067],"domain_scores_gemma":[0.9990264,0.0001472617,0.0003328739,0.00008268408,0.0003847846,0.00002600888],"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":[0.0002882358,0.0001400042,0.01342228,0.00000256975,0.0005073855,0.00001444447,0.0001300903,0.0000488527,0.9838701,0.001013098,0.0001791233,0.000383811],"study_design_scores_gemma":[0.000583567,0.001177974,0.03370025,0.00009396883,0.00001733686,0.00002897351,0.0008299848,0.00005455593,0.9613458,0.0004373043,0.001616913,0.0001133665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998862,0.0003038495,0.0001019539,0.0004872994,0.0001531473,0.00004676792,0.0000124553,0.000001101325,0.00003138663],"genre_scores_gemma":[0.9987259,0.0007534917,0.0001641687,0.0002739652,0.00006498804,0.000004292901,0.000004831205,0.000002712804,0.000005634346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0225243,"threshold_uncertainty_score":0.2220611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06715639874696155,"score_gpt":0.3500347135606635,"score_spread":0.282878314813702,"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."}}