{"id":"W3128434350","doi":"10.4155/fmc-2020-0123","title":"Marine Sponge-Derived/Inspired Drugs and Their Applications in Drug Delivery Systems","year":2021,"lang":"en","type":"review","venue":"Future Medicinal Chemistry","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sponge; Drug; Drug delivery; Drug discovery; Clinical trial; Pharmacology; Drug development; Intensive care medicine; Medicine; Biology; Risk analysis (engineering); Bioinformatics; Nanotechnology","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":[0.0002826174,0.0005621869,0.0007064113,0.001414516,0.0002522021,0.0008548896,0.000439827,0.0005866882,0.004786205],"category_scores_gemma":[0.0002709742,0.0002676698,0.0004179428,0.001224606,0.0003585581,0.0009367597,0.0005222632,0.001353469,0.002078975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153191,"about_ca_system_score_gemma":0.0004741925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005006085,"about_ca_topic_score_gemma":0.00104086,"domain_scores_codex":[0.999871,0.00002002159,0.00001228464,0.00002116322,0.00005830915,0.00001718999],"domain_scores_gemma":[0.9999176,0.00003735549,0.00001390337,0.000003317063,0.00001948197,0.000008276505],"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":[0.0000942929,0.0001303719,0.00019736,0.0319379,0.00008545953,0.000568529,0.0001609758,0.001282806,0.03167639,0.01791914,0.02493893,0.891008],"study_design_scores_gemma":[0.00001011391,0.0001714034,0.0004175607,0.001526025,0.00004784571,0.0009538038,0.0000463656,0.0002091502,0.003614525,0.00196563,0.9910187,0.00001907763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008183249,0.9924097,0.0005948736,0.0002571857,0.0002560851,0.00001476968,0.00005570912,0.0000223863,0.005570952],"genre_scores_gemma":[0.003251353,0.9939042,0.000493262,0.0001611531,0.0001021442,0.00001311983,0.00004152378,0.000003049484,0.002030121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004786205,"threshold_uncertainty_score":0.01601142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007529197894211985,"score_gpt":0.2489882344031532,"score_spread":0.2414590365089412,"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."}}