{"id":"W3120408525","doi":"10.1016/j.jchromb.2021.122526","title":"Antibodies purification from human plasma using fractionation, chromatography and gel electrophoresis assisted by multivariate analysis of complimentary absorption and fluorescence spectra","year":2021,"lang":"en","type":"article","venue":"Journal of Chromatography B","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Chemistry; Absorbance; Chromatography; Fluorescence; Elution; Fractionation; Globulin; Fluorescence spectroscopy; Analytical Chemistry (journal)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536422,0.0009462748,0.0007736451,0.001025042,0.0003844348,0.0005789613,0.000479069,0.0004480042,0.001319975],"category_scores_gemma":[0.001109979,0.0002137294,0.000824078,0.0006591945,0.0003325871,0.0002883287,0.0004254303,0.001302256,0.001084861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013352,"about_ca_system_score_gemma":0.000631017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585796,"about_ca_topic_score_gemma":0.001803067,"domain_scores_codex":[0.9994748,0.0001171072,0.00005113807,0.0001317775,0.0001127597,0.000112485],"domain_scores_gemma":[0.9996201,0.0001173979,0.00003735663,0.00006255449,0.0001230764,0.00003959635],"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":[0.0004024446,0.0001111936,0.001537718,0.000167223,0.00007556953,0.0001061252,0.00005977449,0.0001865593,0.9638411,0.0003428441,0.0008415285,0.03232779],"study_design_scores_gemma":[0.00007554948,0.0004187947,0.0160484,0.0000308561,0.0001611333,0.0009274901,0.00003845223,0.003401978,0.9653569,0.0008898632,0.01261812,0.00003246601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5682868,0.01392815,0.4035156,0.001624358,0.0005304137,0.001175422,0.003481218,0.002515487,0.004942552],"genre_scores_gemma":[0.726022,0.00629802,0.2472751,0.001758932,0.0003171224,0.0007717989,0.006945465,0.0005260326,0.01008553],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001585796,"threshold_uncertainty_score":0.004415751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643730810202836,"score_gpt":0.2825734724412907,"score_spread":0.2661361643392623,"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."}}