{"id":"W4282925852","doi":"10.1177/22808000221104000","title":"Effect of increasing mineralization on pre-osteoblast response to native collagen fibril scaffolds for bone tissue repair and regeneration","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Biomaterials & Functional Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mineralization (soil science); Chemistry; Alkaline phosphatase; Scaffold; Osteoblast; Osteocalcin; Regeneration (biology); Tissue engineering; Biomedical engineering; Type I collagen; Bone healing; Cell biology; Anatomy; Biochemistry; In vitro; Biology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004324409,0.000315316,0.000810806,0.0004796964,0.0001534572,0.0001043346,0.0001142381,0.0001085365,0.0002751945],"category_scores_gemma":[0.0002260689,0.0002998573,0.0000721981,0.0002340245,0.00003094609,0.0001394372,0.00008547834,0.00002074108,0.000004163239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955007,"about_ca_system_score_gemma":0.00005277438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001027896,"about_ca_topic_score_gemma":6.46257e-7,"domain_scores_codex":[0.9975125,0.0004514061,0.001141446,0.0002394549,0.0004134805,0.0002417624],"domain_scores_gemma":[0.9985739,0.0005074509,0.0004779301,0.0001872707,0.0001455087,0.0001079351],"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":[0.02783134,0.00002398421,0.000002303786,0.0004171249,0.0001184184,0.000004609701,0.0002144478,0.061629,0.9076992,0.0001921503,0.001724016,0.0001434385],"study_design_scores_gemma":[0.001484368,0.003588459,0.0006053711,0.0001043966,0.00009712732,0.0001391251,0.00002522927,0.0001239915,0.9907372,0.00007324025,0.002766829,0.0002546395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945555,0.00006374832,0.0006157468,0.00006134345,0.002898301,0.001134869,0.000515909,0.000131641,0.00002296774],"genre_scores_gemma":[0.9964681,0.000008516248,0.002284696,0.00002814144,0.0007156248,0.0002533949,0.0001001022,0.00009072138,0.00005069723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08303806,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005729763183281096,"score_gpt":0.2195640110032584,"score_spread":0.2138342478199773,"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."}}