{"id":"W2145328473","doi":"10.2174/2212798411002010061","title":"Extraction, Isolation and Analysis of Chondroitin Sulfate Glycosaminoglycans","year":2010,"lang":"en","type":"article","venue":"Recent Patents on Food Nutrition & Agriculture","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Chromatography; Chondroitin; Papain; Galactosamine; Chondroitin sulfate; Glycosaminoglycan; Dermatan sulfate; Ammonium sulfate precipitation; Size-exclusion chromatography; Ethanol precipitation; Biochemistry; Glucosamine; Ion chromatography; Extraction (chemistry); Enzyme","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":[0.0001571628,0.0002172366,0.0002633887,0.0002491631,0.0001276454,0.00004487328,0.0001597915,0.0003245285,0.00008861851],"category_scores_gemma":[0.00007832008,0.00017181,0.0001567819,0.0007567776,0.00007436908,0.00001713145,0.00004874353,0.0003018726,0.00000438445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001888087,"about_ca_system_score_gemma":0.00002549983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002719369,"about_ca_topic_score_gemma":0.0002827139,"domain_scores_codex":[0.9984936,0.00007630674,0.000325888,0.0004847332,0.0003390434,0.0002803892],"domain_scores_gemma":[0.9989477,0.00001744599,0.0001771389,0.0003074472,0.0003913187,0.000158893],"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":[0.0003263701,0.0005828491,0.004540882,0.00004081933,0.0004192142,0.000001941986,0.00002203096,0.0000253184,0.9870338,0.0002059544,0.00145385,0.005346984],"study_design_scores_gemma":[0.0021834,0.001615351,0.1710472,0.00005120859,0.0003657553,0.00002909846,0.000133015,0.0002002768,0.7202155,0.0001029071,0.1036093,0.0004470441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971231,0.0003745746,0.0004162509,0.0005168851,0.0001654791,0.000502912,0.0004387921,0.00001873753,0.0004432499],"genre_scores_gemma":[0.9940585,0.002635352,0.0004448417,0.00007651466,0.0001720345,0.00008395027,0.002237348,0.0000148794,0.0002765376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668183,"threshold_uncertainty_score":0.7006209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354054120923755,"score_gpt":0.264261916748694,"score_spread":0.2507213755394564,"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."}}