{"id":"W4377011133","doi":"10.1111/cid.13224","title":"Accuracy of implant site preparation in robotic navigated dental implant surgery","year":2023,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implant; Sagittal plane; Coronal plane; Drilling; Biomedical engineering; Dental implant; Robotic surgery; Dentistry; Orthodontics; Computer science; Medicine; Materials science; Artificial intelligence; Surgery; Anatomy","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":[0.002615345,0.0003710883,0.0003287137,0.0006203505,0.0001753413,0.0005318979,0.0006137327,0.0004128727,0.000974365],"category_scores_gemma":[0.008539989,0.0003913532,0.0004145239,0.0002970392,0.00054227,0.0004807273,0.0007108146,0.0002301667,0.0002715388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846072,"about_ca_system_score_gemma":0.0005576855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000830956,"about_ca_topic_score_gemma":0.001257509,"domain_scores_codex":[0.9969086,0.0006289872,0.0003223398,0.0003650163,0.001651781,0.0001233699],"domain_scores_gemma":[0.9929414,0.00330222,0.001566666,0.0009619194,0.001137655,0.00009015416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004595803,0.0002197555,0.1631223,0.001101737,0.00021841,0.0003871876,0.001115412,0.01852054,0.3697911,0.0003370537,0.0004990837,0.4400916],"study_design_scores_gemma":[0.0001450097,0.007067438,0.6481959,0.0001505394,0.0005117187,0.01002019,0.000532649,0.04364106,0.2812369,0.0006010336,0.007593844,0.0003037103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434863,0.001495813,0.05370121,0.00004012888,0.00003660326,0.00004542949,0.0001144961,0.0002516328,0.0008285122],"genre_scores_gemma":[0.9666132,0.000287455,0.03268883,0.0000167742,0.00001248468,0.00002263319,0.000115207,0.00003316328,0.0002103447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002615345,"threshold_uncertainty_score":0.01383144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552760838377798,"score_gpt":0.4945850611573321,"score_spread":0.3393089773195523,"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."}}