{"id":"W7116878586","doi":"10.1111/cid.70111","title":"Clinical Feasibility of <scp>AI</scp> ‐Driven Automated Virtual Dental Implant Placement: A Cross‐Sectional Comparative 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":"Dental implant; Implant; Molar; Mandibular molar; Mandible (arthropod mouthpart)","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":[0.002975625,0.0003140335,0.000276161,0.0009053632,0.0002376921,0.0006888355,0.0004267028,0.000460474,0.003336779],"category_scores_gemma":[0.00777612,0.0004561839,0.0003913635,0.0004202366,0.000863758,0.0008631187,0.0007032037,0.0002861313,0.0006702375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170747,"about_ca_system_score_gemma":0.0003002637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004630225,"about_ca_topic_score_gemma":0.0004480221,"domain_scores_codex":[0.9984083,0.0004412131,0.0001582353,0.0003040352,0.0005984493,0.00008993573],"domain_scores_gemma":[0.9928834,0.003403828,0.001701653,0.0004332974,0.00131305,0.0002646775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001879479,0.0006302516,0.9472308,0.0002089903,0.000125239,0.001053193,0.001890486,0.0005556209,0.009135096,0.0000896136,0.0001763231,0.03702487],"study_design_scores_gemma":[0.00006921141,0.009959128,0.9681124,0.00003736996,0.0001582198,0.01009802,0.003065637,0.003124318,0.003764422,0.000079012,0.001475133,0.00005710746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998852,0.0001039835,0.000563701,0.000007908408,0.000003831591,0.00004104052,0.00003718236,0.000006937486,0.0003833808],"genre_scores_gemma":[0.9992372,0.00004854655,0.0005199721,0.00001052915,0.000005939428,0.00002820212,0.00004357947,0.000003737807,0.0001022708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336779,"threshold_uncertainty_score":0.01573682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198976544512055,"score_gpt":0.5547903929345798,"score_spread":0.3558138484225248,"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."}}