{"id":"W4411061406","doi":"10.1111/cid.70050","title":"Comparison of Accuracy and Systematic Precision Between Autonomous Dental Robot and Static Guide: A Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronal plane; Implant; Medicine; Anterior maxilla; Maxilla; Dentistry; Absolute deviation; Dental implant; Orthodontics; Mandible (arthropod mouthpart); Surgery; Mathematics; Radiology","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":[0.002339828,0.000291643,0.0006324831,0.001350838,0.0003356434,0.0007400707,0.0004045896,0.0003991096,0.001098573],"category_scores_gemma":[0.008028735,0.000416402,0.0006772162,0.0014356,0.0006508059,0.000748392,0.0005688629,0.0002598991,0.0003327235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744063,"about_ca_system_score_gemma":0.0003900355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009865703,"about_ca_topic_score_gemma":0.0009729879,"domain_scores_codex":[0.9968429,0.0005548917,0.0007459121,0.0006381716,0.001061895,0.0001563311],"domain_scores_gemma":[0.9900312,0.002950709,0.004590899,0.000990912,0.001188683,0.0002475485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703222,0.0000183771,0.9948022,0.00004398837,0.00007270135,0.0001805967,0.0001144047,0.00005314939,0.0002463263,0.00002080939,0.00003041864,0.004246647],"study_design_scores_gemma":[0.00002241724,0.001411261,0.9884897,0.00004374344,0.0002167171,0.006698148,0.0007485505,0.0005797659,0.0006276101,0.00005660038,0.001079115,0.00002643515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973449,0.001296279,0.000824503,0.00001162691,0.000008462526,0.00002358107,0.0001195698,0.000005504087,0.0003655484],"genre_scores_gemma":[0.9991283,0.0002759554,0.000334959,0.000014116,0.00001204645,0.0000171068,0.0001383663,0.000003904074,0.000075314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339828,"threshold_uncertainty_score":0.01237434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526417385511385,"score_gpt":0.5477618577193952,"score_spread":0.3951201191682567,"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."}}