{"id":"W4225117658","doi":"10.3390/md20050306","title":"Algal Polysaccharides-Based Hydrogels: Extraction, Synthesis, Characterization, and Applications","year":2022,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Mitacs","keywords":"Self-healing hydrogels; Polysaccharide; Biocompatibility; Biodegradation; Polymer; Chitosan; Materials science; Drug delivery; Tissue engineering; Chemical engineering; Nanotechnology; Chemistry; Organic chemistry; Polymer chemistry; Composite material; Biomedical engineering","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":[0.0003324448,0.001017012,0.0008366263,0.002192745,0.0001988207,0.0005146691,0.0004810957,0.0006416549,0.001176976],"category_scores_gemma":[0.00024389,0.0004020287,0.0004018639,0.002117446,0.0002678222,0.0009672135,0.0004503274,0.001003591,0.001060949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551352,"about_ca_system_score_gemma":0.0004971279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007170389,"about_ca_topic_score_gemma":0.001320361,"domain_scores_codex":[0.999885,0.000009489456,0.00001319117,0.00002048212,0.00005684233,0.0000149715],"domain_scores_gemma":[0.999925,0.00002493976,0.00001805746,0.000002905769,0.00001890989,0.00001019625],"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":[0.00006200207,0.0001336966,0.000148896,0.01905146,0.00007680872,0.0002776372,0.00006445326,0.0009241591,0.03645743,0.00348349,0.008329552,0.9309905],"study_design_scores_gemma":[0.00001816702,0.0002637045,0.00121232,0.002366768,0.0001212482,0.001844568,0.00004939485,0.0003199222,0.02218929,0.001400936,0.9701657,0.00004795729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006355173,0.9973984,0.0005736675,0.00007667435,0.00008460224,0.00000884998,0.00003270288,0.00001155694,0.001178176],"genre_scores_gemma":[0.001895435,0.9964721,0.0006216133,0.00006961592,0.00005145831,0.00001130637,0.00004623135,0.000002427747,0.0008299107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002192745,"threshold_uncertainty_score":0.003937423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203728096379538,"score_gpt":0.2737018987854412,"score_spread":0.2533290891474874,"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."}}