{"id":"W4289527081","doi":"10.1016/j.carbpol.2022.119933","title":"Comprehensive characterization of glucomannans from different sources to trigger moderate macrophages immune activation","year":2022,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China","keywords":"Immune system; Effector; Endocytosis; Macrophage; Phagocytosis; Cell biology; Secretion; Signal transduction; Chemistry; Immunology; MAPK/ERK pathway; Biology; In vitro; Biochemistry; Cell","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004393433,0.0001620971,0.0002566468,0.00003256089,0.0002595829,0.00003854441,0.0002309818,0.00004136784,0.001127916],"category_scores_gemma":[0.000003550578,0.00007798827,0.00009715833,0.0002760114,0.00002444934,0.00008005129,0.0001289649,0.0001065514,0.000007169717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003079182,"about_ca_system_score_gemma":0.000006446755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190698,"about_ca_topic_score_gemma":0.00001876418,"domain_scores_codex":[0.9988918,0.0001245897,0.0002639955,0.0002619062,0.0002271372,0.0002305196],"domain_scores_gemma":[0.9995333,0.0001040772,0.0001744824,0.00007191102,0.0000295424,0.00008669399],"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":[0.0001435754,0.00005304769,0.0003980886,0.00000310568,0.00003121276,0.000002141122,0.0003668467,0.0001021697,0.9865113,0.00001126028,0.00001619441,0.01236105],"study_design_scores_gemma":[0.0001414547,0.0001492956,0.07811053,0.00001111708,0.00001807549,6.543665e-7,0.0002872743,0.0007855655,0.918483,0.0000317025,0.001788939,0.0001923593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976111,0.0002039895,0.00001312812,0.0008469836,0.0002459587,0.0002304949,0.0007423784,0.00003916886,0.00006681334],"genre_scores_gemma":[0.9979775,0.00002925765,0.000004413747,0.0004027968,0.00008951357,0.00003893293,0.001044684,0.000002327032,0.000410564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07771244,"threshold_uncertainty_score":0.9997852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449750029416126,"score_gpt":0.1968470086820923,"score_spread":0.182349508387931,"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."}}