{"id":"W4404154090","doi":"10.1111/cid.13409","title":"The Effect of Implantoplasty on Fracture Resistance and Implant Surface Changes: An In Vitro and Finite Element Analysis Study","year":2024,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sir John Walsh Research Institute, University of Otago; Dentsply Sirona; University of Otago","keywords":"Finite element method; Implant; Fracture (geology); Materials science; Dentistry; Composite material; Medicine; Structural engineering; Engineering; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005631928,0.0004879711,0.0004798389,0.0004308782,0.0001947663,0.0002656291,0.0003812294,0.0005465137,0.00122056],"category_scores_gemma":[0.0008533738,0.000308063,0.000722301,0.0002889019,0.0003846524,0.0001688014,0.0002946963,0.0002628045,0.0002045987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606401,"about_ca_system_score_gemma":0.0002088423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035697,"about_ca_topic_score_gemma":0.001528658,"domain_scores_codex":[0.9994886,0.00006238488,0.0000600313,0.00005230005,0.0002687459,0.00006784478],"domain_scores_gemma":[0.999011,0.0005324398,0.0001751265,0.00008357882,0.0001633743,0.00003437855],"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":[0.001095422,0.0007060897,0.01201545,0.0004688161,0.00006477698,0.0002002668,0.0002483437,0.01598816,0.9520357,0.00007502774,0.00006551936,0.01703654],"study_design_scores_gemma":[0.00007594592,0.01067721,0.1047674,0.00007870406,0.0002952224,0.0008446447,0.0004150495,0.09810058,0.7826442,0.0001673573,0.001838966,0.00009475675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963372,0.0003414806,0.003007246,0.000008213818,0.000007353113,0.00002221039,0.00006628394,0.00001424253,0.0001958562],"genre_scores_gemma":[0.9938748,0.0002564294,0.005336917,0.000008220402,0.000003659587,0.00003648942,0.0001254372,0.000006528705,0.0003514269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00122056,"threshold_uncertainty_score":0.004083157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684574257579807,"score_gpt":0.4583088919514559,"score_spread":0.4014631493756578,"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."}}