{"id":"W4206441707","doi":"10.3390/md20010061","title":"Marine Collagen: A Promising Biomaterial for Wound Healing, Skin Anti-Aging, and Bone Regeneration","year":2022,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biomaterial; Wound healing; Regeneration (biology); Fibroblast; Skin Aging; Bone healing; Chemistry; Cell biology; In vitro; Medicine; Biomedical engineering; Biology; Anatomy; Biochemistry; Immunology; Dermatology","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":[0.0002343147,0.0005373379,0.0004307162,0.001861892,0.0002187527,0.0005558703,0.0002819193,0.0005908132,0.002923346],"category_scores_gemma":[0.0001967463,0.0001717475,0.0002906925,0.00141563,0.0002399322,0.0007114086,0.0003055501,0.0007985797,0.001120306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766312,"about_ca_system_score_gemma":0.0004975309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007313985,"about_ca_topic_score_gemma":0.001680891,"domain_scores_codex":[0.9998966,0.00001174936,0.00001150904,0.00001727199,0.00005137404,0.00001142019],"domain_scores_gemma":[0.9999027,0.00003689569,0.0000211606,0.000003080283,0.00002469462,0.00001143875],"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":[0.00007164109,0.0001005062,0.0003488887,0.02763377,0.00007717073,0.0004477063,0.0001120578,0.0005399954,0.04266451,0.005564233,0.01529151,0.9071481],"study_design_scores_gemma":[0.000008003715,0.000153429,0.001497696,0.002455374,0.00006808136,0.001818895,0.00008310337,0.0001427251,0.008342875,0.001285859,0.9841225,0.00002151759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007687531,0.9962501,0.0003395806,0.0001421173,0.0001816195,0.000006577607,0.00003605282,0.000006820356,0.002268497],"genre_scores_gemma":[0.0034544,0.994091,0.0004696418,0.0001181691,0.0001211859,0.000006989151,0.00005951547,0.000002170397,0.00167702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002923346,"threshold_uncertainty_score":0.009779572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021979716029359,"score_gpt":0.3032628753998233,"score_spread":0.2730430782395297,"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."}}