{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000807568,0.0004768053,0.001164396,0.0003075995,0.0005767648,0.0006686883,0.0002148568,0.0002077932,0.004365559],"category_scores_gemma":[0.00008112727,0.0004683211,0.0002013589,0.0003795656,0.00005583595,0.0002400961,0.000569301,0.0001034311,0.00002952006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980379,"about_ca_system_score_gemma":0.0003004546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721554,"about_ca_topic_score_gemma":0.00008309171,"domain_scores_codex":[0.9972803,0.0002530543,0.0009158824,0.0008029725,0.0003377475,0.0004100311],"domain_scores_gemma":[0.9985068,0.0001055072,0.0007839943,0.0004127694,0.00006801842,0.0001228889],"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":[0.00006401711,0.0001374859,0.000007665575,0.01125229,0.00004506546,0.00002114918,0.00027443,0.000001812503,0.01890168,0.0001775404,0.001007639,0.9681093],"study_design_scores_gemma":[0.0005456812,0.00007109898,0.00001451677,0.0003191664,0.0002258729,0.0001647708,0.00004336263,0.0001018932,0.001796898,0.00004115297,0.9961848,0.0004907815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.124557,0.8374099,0.001027019,0.0007788261,0.01545097,0.01488618,0.001859207,0.001224107,0.002806745],"genre_scores_gemma":[0.0003560265,0.9853532,0.001771983,0.0001077534,0.001479127,0.000915626,0.004686381,0.0001527307,0.005177188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951771,"threshold_uncertainty_score":0.9997768,"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."}}