{"id":"W4214758978","doi":"10.1016/j.actbio.2022.02.024","title":"Bone mineral organization at the mesoscale: A review of mineral ellipsoids in bone and at bone interfaces","year":2022,"lang":"en","type":"review","venue":"Acta Biomaterialia","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Mitacs; IngaBritt och Arne Lundbergs Forskningsstiftelse; Stiftelsen Handlanden Hjalmar Svenssons; Swedish Foundation for International Cooperation in Research and Higher Education; Vetenskapsrådet; Human Frontier Science Program; Natural Sciences and Engineering Research Council of Canada; Doktor Felix Neuberghs Stiftelse; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; Kungl. Vetenskaps- och Vitterhets-Samhället i Göteborg","keywords":"Materials science; Bone mineral; Microscale chemistry; Mineralization (soil science); Bone matrix; Biomedical engineering; Fibril; Nanotechnology; Composite material; Biophysics; Anatomy; Chemistry; Osteoporosis; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006916929,0.0007229025,0.002511705,0.0002584131,0.00007123112,0.00007013721,0.0003268398,0.0002896689,0.00393097],"category_scores_gemma":[0.0001341198,0.0005679386,0.0001448608,0.0007567537,0.0001001064,0.0001237411,0.0006799759,0.0001546827,0.00006998201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004521399,"about_ca_system_score_gemma":0.00003271635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005538112,"about_ca_topic_score_gemma":0.00002317785,"domain_scores_codex":[0.9969038,0.0002683002,0.001611768,0.0004658962,0.0003129014,0.0004372907],"domain_scores_gemma":[0.9986692,0.00008686943,0.0004146386,0.0007133541,0.00003116775,0.00008475658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003740872,0.00009198263,0.000009191968,0.53811,0.0004511056,0.0001751515,0.0005418634,0.00002964789,0.2949278,0.00002366851,0.1157651,0.04983709],"study_design_scores_gemma":[0.0002531781,0.00004133997,0.00001838913,0.01853178,0.0003810815,0.0004819105,0.000003827009,0.00001462823,0.002968373,0.000001366056,0.9767184,0.0005857114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0329325,0.9627112,0.000001911948,0.00006775089,0.002556157,0.00102222,0.0004386271,0.0002245419,0.00004511558],"genre_scores_gemma":[0.00150816,0.9951605,0.0001003838,0.00001890528,0.000199065,0.0001865869,0.001156688,0.000247089,0.00142261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8609533,"threshold_uncertainty_score":0.9996772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192478694745862,"score_gpt":0.253482701088599,"score_spread":0.2342348316140128,"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."}}