{"id":"W4409999877","doi":"10.1055/s-0045-1806935","title":"Accuracy of Stereophotogrammetry Technique versus Intraoral Scanners for Complete-Arch Implant Digital Impressions: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"European Journal of Dentistry","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Arch; Medicine; Meta-analysis; Dentistry; Orthodontics; Implant; Surgery; Engineering; Structural engineering; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03030057,0.002982818,0.02376577,0.01042218,0.0008761587,0.005110361,0.002617548,0.002932293,0.004042573],"category_scores_gemma":[0.08165834,0.002055571,0.03673483,0.01076798,0.001301543,0.003397553,0.002098924,0.00198739,0.0003450267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004574355,"about_ca_system_score_gemma":0.007772585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006452298,"about_ca_topic_score_gemma":0.01414504,"domain_scores_codex":[0.9712857,0.01211625,0.01019766,0.002091661,0.003828823,0.0004799734],"domain_scores_gemma":[0.9367846,0.04687274,0.009735905,0.001403341,0.004884628,0.000318884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001150592,0.00002768546,0.001522594,0.8113862,0.1724036,0.00007264629,0.0001490577,0.0001847935,0.0001449056,0.000110366,0.0002632207,0.01258431],"study_design_scores_gemma":[0.0007391003,0.0004632663,0.003221264,0.1554042,0.8375013,0.0001282019,0.0001921954,0.0001705689,0.0002579631,0.0001963448,0.001676808,0.00004877695],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00297504,0.9950353,0.000480103,0.0001215764,0.0001477211,0.0007679336,0.0002891121,0.00001384629,0.0001694041],"genre_scores_gemma":[0.1077673,0.8832299,0.003174249,0.0007578444,0.000272676,0.003988028,0.000525544,0.00002635287,0.0002580822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03030057,"threshold_uncertainty_score":0.1602467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07689443001390912,"score_gpt":0.356058517558018,"score_spread":0.2791640875441089,"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."}}