{"id":"W7162032597","doi":"10.82308/38332","title":"Towards the design of biomimetic dental implants: defining the natural periodontal ligament’s structure and a scoping review of soft tissue interfaces","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osseointegration; Periodontal fiber; Soft tissue; Medical imaging; Dental implant; Hard tissue","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004261001,0.001115788,0.002000582,0.008607862,0.0006214675,0.002498076,0.00145884,0.002109717,0.002142557],"category_scores_gemma":[0.008095648,0.0006340382,0.002248177,0.00611447,0.001029057,0.003030107,0.001230059,0.001390494,0.0006907129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014651,"about_ca_system_score_gemma":0.007292138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171775,"about_ca_topic_score_gemma":0.005119518,"domain_scores_codex":[0.9986663,0.0002966765,0.00041548,0.0001628581,0.0003798128,0.00007889167],"domain_scores_gemma":[0.9940376,0.003426846,0.0008183754,0.0001346189,0.001470795,0.0001116958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001189856,0.00007790668,0.0005917175,0.3508286,0.0005097319,0.0004976329,0.0009292198,0.0007646426,0.004923328,0.00717031,0.01124488,0.622343],"study_design_scores_gemma":[0.00002699951,0.0003077881,0.001740417,0.3235359,0.002608067,0.001145303,0.001216979,0.0004144069,0.003328494,0.005585331,0.6600158,0.00007456026],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005131057,0.9969274,0.0007746888,0.0005198786,0.0002356067,0.00006414243,0.00006784748,0.000009649479,0.0008875331],"genre_scores_gemma":[0.002272042,0.994742,0.001847199,0.0003349186,0.00009603634,0.0001027511,0.0001086544,0.000005467637,0.0004909621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008607862,"threshold_uncertainty_score":0.02253461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224481975955916,"score_gpt":0.3421677481019401,"score_spread":0.3197195505063485,"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."}}