{"id":"W4417497725","doi":"10.1111/cid.70114","title":"Digital Treatment Planning, Robotics, and Artificial Intelligence for Implant Therapy","year":2025,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implant; Applications of artificial intelligence; Artificial Intelligence System; Artificial bone","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":[0.003430264,0.0005283681,0.0006178737,0.001037008,0.0004186843,0.002950926,0.0009038011,0.001231079,0.01429465],"category_scores_gemma":[0.008282765,0.0002188167,0.0004458833,0.0008029554,0.002528856,0.001876608,0.002208846,0.001830532,0.001449605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180606,"about_ca_system_score_gemma":0.003169236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285412,"about_ca_topic_score_gemma":0.002550322,"domain_scores_codex":[0.9982638,0.0006860694,0.0001001838,0.0001191479,0.0007164374,0.0001144342],"domain_scores_gemma":[0.9960194,0.002019214,0.0004494532,0.0003746861,0.0006532474,0.000483985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002969155,0.0001776374,0.004040681,0.00106365,0.00009356203,0.0009571053,0.000563933,0.006227338,0.005823871,0.1547334,0.04624601,0.7797759],"study_design_scores_gemma":[0.0001239299,0.0008803384,0.008687039,0.002242703,0.0001237903,0.009758945,0.001336439,0.03366788,0.008828839,0.3421045,0.5920663,0.000179351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02958669,0.204943,0.3182165,0.1928266,0.01099739,0.0004186707,0.0004451369,0.0007148514,0.2418511],"genre_scores_gemma":[0.5852867,0.129926,0.215715,0.01103479,0.004571283,0.0004100814,0.0004620891,0.0001914576,0.05240272],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01429465,"threshold_uncertainty_score":0.04782039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5187124785835215,"score_gpt":0.6046679686731732,"score_spread":0.08595549008965164,"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."}}