{"id":"W4403180113","doi":"10.1124/pharmrev.124.001227","title":"<b>Bioactives from marine resources as natural health products: A review</b>","year":2024,"lang":"en","type":"review","venue":"Pharmacological Reviews","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antimicrobial; Antifungal; Marine invertebrates; Biology; Drug discovery; Antifungal drugs; Microbiology; Bioinformatics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002449999,0.0008261297,0.0008833547,0.001780221,0.0002243086,0.001067507,0.0004909587,0.0006830029,0.01227149],"category_scores_gemma":[0.0003811787,0.0001642046,0.0003882502,0.002462409,0.0003483034,0.00100258,0.0006260044,0.001436103,0.005744935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451146,"about_ca_system_score_gemma":0.001125573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291646,"about_ca_topic_score_gemma":0.003549722,"domain_scores_codex":[0.9998919,0.00001443919,0.00001265635,0.00001678833,0.00004710365,0.00001713722],"domain_scores_gemma":[0.9998356,0.00005947309,0.00002982198,0.000005682985,0.00004749795,0.00002190666],"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":[0.0001671972,0.00006579851,0.0001124777,0.02230962,0.00009317366,0.0001786729,0.00003349265,0.000177979,0.007839875,0.002880273,0.1878133,0.7783282],"study_design_scores_gemma":[0.00002111992,0.0000692898,0.0004649376,0.001665341,0.0000798488,0.00038763,0.00002078298,0.00003733334,0.000561382,0.0007549237,0.9959242,0.00001326042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001881335,0.9924839,0.0002111318,0.0006109948,0.001145585,0.00001287998,0.0001631768,0.00002617654,0.005158032],"genre_scores_gemma":[0.00102895,0.9942412,0.0003331779,0.0009122803,0.0006883049,0.00001321246,0.000180845,0.000004828206,0.002597172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01227149,"threshold_uncertainty_score":0.04105222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546278597618507,"score_gpt":0.4307314471429749,"score_spread":0.3652686611667898,"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."}}