{"id":"W2145864934","doi":"10.1111/cid.12250","title":"The Effect of Decortication for Periosteal Expansion Osteogenesis Using Shape Memory Alloy Mesh Device","year":2014,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Decortication; Periosteum; Bone healing; Medicine; Bone grafting; Dentistry; Surgery; Biomedical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004125184,0.0001301506,0.0003074602,0.00005854097,0.000239612,0.00006591702,0.0002002236,0.0002823001,0.0000215361],"category_scores_gemma":[0.0009395374,0.00009241066,0.0000855691,0.0001412206,0.0001838342,0.00006207701,0.00008345192,0.0003203111,0.00002251731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823803,"about_ca_system_score_gemma":0.00001643598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006952172,"about_ca_topic_score_gemma":0.000002968917,"domain_scores_codex":[0.9981329,0.000443186,0.0006203686,0.0002230495,0.0002259815,0.000354459],"domain_scores_gemma":[0.9954518,0.003988248,0.00005750273,0.0002904861,0.00008484217,0.0001271063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006992695,0.00005394595,0.001316316,0.002475986,0.0005911047,0.0002053205,0.0001731474,0.006920713,0.7947904,0.0002362857,0.002159658,0.1903779],"study_design_scores_gemma":[0.003248043,0.001394129,0.01362284,0.0006050249,0.0002858161,0.003235475,0.0001001411,0.7824563,0.1891103,0.0001264018,0.005285023,0.000530546],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957281,0.0007207603,0.0002469359,0.0000353716,0.0026945,0.0004456181,0.00001689491,0.00006971229,0.00004204775],"genre_scores_gemma":[0.9990007,0.0004153251,0.0002090877,0.00000161531,0.0001306383,0.0000329567,0.00002193841,0.00003566378,0.0001520584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7755356,"threshold_uncertainty_score":0.3768398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288884274426224,"score_gpt":0.3982635213018927,"score_spread":0.3353746785576305,"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."}}