{"id":"W4366828581","doi":"10.3390/md21050262","title":"Saponins of North Atlantic Sea Cucumber: Chemistry, Health Benefits, and Future Prospectives","year":2023,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sea cucumber; Triterpene; Glycoside; Antithrombotic; DPPH; Chemistry; Antimicrobial; Sapogenin; Traditional medicine; Biology; Antioxidant; Biochemistry; Stereochemistry; Ecology; Microbiology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001928097,0.0002924289,0.001154606,0.00001392948,0.0001619848,0.00001300816,0.000265466,0.0002882367,0.000246601],"category_scores_gemma":[0.00002064221,0.00011111,0.0001680288,0.0003495754,0.0001055583,0.00002429099,0.0003952287,0.0003373995,0.00002839892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003128327,"about_ca_system_score_gemma":0.00004345051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251505,"about_ca_topic_score_gemma":0.02730173,"domain_scores_codex":[0.9985935,0.00009503616,0.0004171428,0.0004632701,0.00008265509,0.0003483841],"domain_scores_gemma":[0.9992332,0.0001956651,0.0003559311,0.00008834332,0.00002644545,0.0001004472],"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":[0.000004366543,0.00003834715,0.08428542,0.003238716,0.00006524411,0.000002538568,0.00002638769,3.583767e-8,4.348458e-7,0.00007079633,0.00032014,0.9119475],"study_design_scores_gemma":[0.00007284189,0.0001556374,0.09834875,0.000559899,0.00008371133,0.00004153184,0.00003280987,0.000002253723,8.80244e-7,0.00007288645,0.9003506,0.0002781686],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07717706,0.9203745,9.10656e-9,0.0007471581,0.0001596762,0.0004972399,0.0002798281,0.00009240203,0.0006721095],"genre_scores_gemma":[0.0005801992,0.9964578,0.000008729931,0.00004681526,0.0006156273,0.00004010035,0.001685713,0.000003215582,0.0005617661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9116694,"threshold_uncertainty_score":0.9904475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297262057624237,"score_gpt":0.2599106836518039,"score_spread":0.2369380630755616,"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."}}