{"id":"W4312195005","doi":"10.3390/md20120786","title":"Polyphenolic Compounds Isolated from Marine Algae Attenuate the Replication of SARS-CoV-2 in the Host Cell through a Multi-Target Approach of 3CLpro and PLpro","year":2022,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Gil Medical Center, Gachon University; Gachon University","keywords":"Biology; Protease; Viral replication; Immune system; Innate immune system; Microbiology; Biochemistry; Virus; Virology; Enzyme; Immunology","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":[0.00005705397,0.000275251,0.0002218041,0.0002829962,0.0001180388,0.0001776543,0.0001422911,0.0001449598,0.001395071],"category_scores_gemma":[0.00005051564,0.0000772446,0.0003763385,0.0001382576,0.0001014392,0.0001783614,0.0001581021,0.0003575179,0.0001715204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009964732,"about_ca_system_score_gemma":0.0001565669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004952302,"about_ca_topic_score_gemma":0.001276752,"domain_scores_codex":[0.9999714,0.000005039565,0.00000186616,0.000005520962,0.000006810622,0.00000935857],"domain_scores_gemma":[0.9999841,0.000002562404,0.000004236757,0.000001546599,0.000003147032,0.000004397815],"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":[0.0008045476,0.0005840975,0.0006371558,0.0004750665,0.00007553727,0.0001650123,0.00002642714,0.001066752,0.9711944,0.0002901298,0.0002927898,0.02438807],"study_design_scores_gemma":[0.000212085,0.006038348,0.009827034,0.00005925874,0.0001915135,0.0003099631,0.00007382357,0.003346714,0.9669008,0.000186599,0.01283071,0.00002308036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880481,0.005555899,0.002249117,0.0001862464,0.00004526573,0.00008003775,0.0003547494,0.00008389292,0.003396755],"genre_scores_gemma":[0.9910645,0.003246628,0.002626754,0.0001280028,0.00001100628,0.00003665593,0.0003344372,0.00001021664,0.002541852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001395071,"threshold_uncertainty_score":0.004666984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09908909455735644,"score_gpt":0.3891114457363423,"score_spread":0.2900223511789859,"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."}}