{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008830426,0.0001728371,0.0002114782,0.00009159424,0.0001009125,0.00003681561,0.0001104635,0.0001249693,0.00005396839],"category_scores_gemma":[0.00001073626,0.000133056,0.0002540418,0.0002637827,0.00007133149,0.00005986456,0.0000457052,0.0001707767,0.00004049054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273911,"about_ca_system_score_gemma":0.000009858654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003099731,"about_ca_topic_score_gemma":0.00002091738,"domain_scores_codex":[0.999146,0.00001927553,0.0002272219,0.0002176708,0.0001468066,0.0002430215],"domain_scores_gemma":[0.9995676,0.00007364983,0.00002664917,0.000236279,0.00002944836,0.00006639532],"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":[0.00002392607,0.00001225686,0.000006584458,0.0005479172,0.00009207204,0.000005673336,0.000502329,0.002526069,0.9904025,0.0002146634,0.0003932153,0.005272842],"study_design_scores_gemma":[0.0001539882,0.00006692675,0.00007352328,0.00005843576,0.0001240156,0.000003798428,0.00007878228,0.2372054,0.7601631,0.0001001997,0.001836929,0.0001348465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802229,0.01018373,0.006924845,0.0002407333,0.0007376769,0.0003463004,0.000100808,0.0002684177,0.000974608],"genre_scores_gemma":[0.9991772,0.00007996729,0.0001485164,0.0000160714,0.0001555569,0.00002901865,0.00003623538,0.00004854407,0.0003088463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346794,"threshold_uncertainty_score":0.5425866,"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."}}