{"id":"W4386091944","doi":"10.3390/md21090461","title":"Sulfated Polysaccharides from Seaweeds: A Promising Strategy for Combatting Viral Diseases—A Review","year":2023,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Polysaccharide; Biology; Drug development; Antiviral drug; Carrageenan; Drug; Drug discovery; Pharmacology; 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":[0.0002695375,0.0008058513,0.0008379371,0.002288389,0.0002605054,0.0009078411,0.000448268,0.000816267,0.002850507],"category_scores_gemma":[0.0002805229,0.000208732,0.0004192588,0.001992839,0.0002668526,0.001161929,0.0005190458,0.001316921,0.001153867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699889,"about_ca_system_score_gemma":0.000772987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007850437,"about_ca_topic_score_gemma":0.001459025,"domain_scores_codex":[0.9999083,0.00001156827,0.00001335222,0.00001572973,0.00003949258,0.00001157951],"domain_scores_gemma":[0.9998657,0.00005204776,0.00002612866,0.000003987929,0.00003364278,0.00001858235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006999288,0.0001022137,0.0001884696,0.02587918,0.00009108686,0.0002705551,0.00009253822,0.0004707843,0.00773317,0.00414587,0.01892445,0.9420316],"study_design_scores_gemma":[0.0000111977,0.0001322226,0.0008100761,0.003291178,0.00009725007,0.0009300736,0.00007582342,0.0001046345,0.001275802,0.001337201,0.9919164,0.00001810021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002779336,0.998203,0.0001731343,0.0001962926,0.0001876418,0.000005398451,0.00002233547,0.0000076028,0.0009267067],"genre_scores_gemma":[0.0008307609,0.9983199,0.000205343,0.0001019141,0.00008999014,0.000003973077,0.00002911386,0.000001058782,0.000417991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002850507,"threshold_uncertainty_score":0.009535909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009033533689566,"score_gpt":0.3387453499529094,"score_spread":0.2378419965839528,"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."}}