{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004292165,0.000789745,0.002330951,0.00005009261,0.000344303,0.0002887203,0.0009480944,0.0002985264,0.0004887614],"category_scores_gemma":[0.0003409331,0.0003199074,0.001119242,0.0009550977,0.00009538639,0.0001698507,0.0007137946,0.0004388141,0.0001642513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864233,"about_ca_system_score_gemma":0.0001026097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333305,"about_ca_topic_score_gemma":0.0002049072,"domain_scores_codex":[0.9964295,0.000327256,0.00101523,0.001095575,0.0003935955,0.000738855],"domain_scores_gemma":[0.9970097,0.001617041,0.0007271223,0.0002331278,0.000156877,0.0002561196],"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":[0.00001298199,0.00006856932,0.00002886044,0.009588359,0.0002370387,0.000009821612,0.000007881675,6.137136e-8,0.00009277506,0.00002778912,0.001418403,0.9885074],"study_design_scores_gemma":[0.0002052054,0.0001713285,0.0004733787,0.02802741,0.001568397,0.000006152934,0.00007951845,0.0000256768,0.00001067951,0.0007106739,0.9677332,0.0009883781],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006852223,0.9929237,0.000001283808,0.0003462312,0.0002962867,0.002972283,0.001839268,0.0005089944,0.0004267487],"genre_scores_gemma":[0.00009907415,0.9875646,0.00006820436,0.0002456526,0.001102019,0.0006200738,0.009120944,0.00002086387,0.001158606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875191,"threshold_uncertainty_score":0.9999253,"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."}}