{"id":"W2056956392","doi":"10.1021/bm200528z","title":"Osteoid-Mimicking Dense Collagen/Chitosan Hybrid Gels","year":2011,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Extracellular matrix; Chemistry; Self-healing hydrogels; Osteoid; Osteoblast; Alkaline phosphatase; Glycosaminoglycan; Collagenase; Calvaria; Tissue engineering; Hyaluronic acid; Type I collagen; Cell biology; Chitosan; Biophysics; Biomedical engineering; Biochemistry; Anatomy; Enzyme; Biology; Polymer chemistry; Endocrinology; In vitro","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"],"consensus_categories":[],"category_scores_codex":[0.00009000519,0.0002961433,0.0002641277,0.0001397324,0.00006057629,0.00006207705,0.0002731892,0.00008659311,0.0002064271],"category_scores_gemma":[0.00002306928,0.0003237427,0.00007723029,0.0001654406,0.00005045539,0.00009981103,0.00006789827,0.00005629287,0.0003128804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003439042,"about_ca_system_score_gemma":0.00001286618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000406822,"about_ca_topic_score_gemma":0.000005720268,"domain_scores_codex":[0.9987991,0.00002966606,0.0003078037,0.0002498886,0.0001540102,0.0004594979],"domain_scores_gemma":[0.999387,0.00001980613,0.0000363479,0.0004006356,0.00001752419,0.0001387317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008028965,0.00001684897,0.00003805729,0.00007578523,0.00006240368,0.0002949964,0.0004248413,0.0002046629,0.9959576,0.0002216336,0.000893715,0.00180145],"study_design_scores_gemma":[0.0002250106,0.00003337119,0.001296251,0.00004399945,0.00002437007,0.0001590061,0.0000223859,0.0004719507,0.9952779,0.0001354112,0.001904176,0.0004062114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849601,0.000723815,0.003913018,0.00001143156,0.001200481,0.0002079374,0.00004549152,0.001307839,0.00762984],"genre_scores_gemma":[0.9910703,0.00003441377,0.008531859,0.00002036337,0.0001061927,0.00003092018,0.0000150985,0.0001263248,0.00006456742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007565273,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720439382657658,"score_gpt":0.1939888664046811,"score_spread":0.1767844725781045,"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."}}