{"id":"W4394853202","doi":"10.1007/s10570-024-05889-7","title":"Carboxymethyl chitosan/alginate/polyethylene glycol composite hydrogel for nucleic acid lysis solution storage at the point of care","year":2024,"lang":"en","type":"article","venue":"Cellulose","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nucleic acid; Lysis; Polyethylene glycol; Chitosan; Materials science; Chromatography; Polyethylene; Lysis buffer; Chemistry; Composite material; Biochemistry","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":[0.0002405387,0.0003171095,0.0001512925,0.0001459306,0.0001991114,0.000295875,0.0003494786,0.0003441359,0.00132457],"category_scores_gemma":[0.0002598458,0.0001404298,0.0001854926,0.0001597708,0.0001758123,0.0003261732,0.0001820334,0.0004704235,0.0003686673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006127548,"about_ca_system_score_gemma":0.0004505678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370674,"about_ca_topic_score_gemma":0.002717242,"domain_scores_codex":[0.9998206,0.00001656199,0.00001307189,0.00005530724,0.00006296991,0.00003147611],"domain_scores_gemma":[0.9998168,0.00003172782,0.00005864528,0.00001815236,0.0000495193,0.00002516564],"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":[0.00003860594,0.000005881027,0.00003501727,0.00001888684,0.000001340629,0.0000190077,0.000006810747,0.00002831445,0.9987004,0.00003468031,0.00003326898,0.001077815],"study_design_scores_gemma":[0.000001880424,0.00003336983,0.0001982738,0.000001832663,0.000003829273,0.00003526211,0.000002815809,0.0003200952,0.999006,0.000004776077,0.0003890179,0.000002891521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474931,0.003194549,0.0448659,0.0003015833,0.0001667625,0.00007972286,0.0002861276,0.0003449361,0.003267347],"genre_scores_gemma":[0.9743867,0.0009123486,0.01857894,0.0001109787,0.00001821883,0.00004613746,0.0001585424,0.00003699913,0.005751159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001370674,"threshold_uncertainty_score":0.004445851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005700211583755381,"score_gpt":0.2057684881576045,"score_spread":0.2000682765738491,"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."}}