{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001053802,0.0003677995,0.005519392,0.000615682,0.00003438101,0.00004930795,0.0007497569,0.0001334508,0.00002431558],"category_scores_gemma":[0.001075333,0.0002491813,0.002429345,0.0006899419,0.0001011222,0.0000958636,0.0001638346,0.0006800278,0.000002014692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004541841,"about_ca_system_score_gemma":0.00008274243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.891838e-7,"about_ca_topic_score_gemma":5.838692e-7,"domain_scores_codex":[0.9969938,0.0003199906,0.002011947,0.0001955088,0.0002411566,0.0002376284],"domain_scores_gemma":[0.9971721,0.0009053531,0.001220242,0.0004237625,0.0001273706,0.0001512274],"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":[0.000006405367,0.00002061929,9.862205e-8,0.8653061,0.07993284,0.0002965617,0.000004228708,6.859637e-7,6.472383e-7,0.00002153277,0.0008965539,0.05351375],"study_design_scores_gemma":[0.0003349203,0.0001562664,1.864213e-7,0.1111847,0.7684057,0.001687142,0.00003500172,0.000007908256,0.000003935171,0.00001168743,0.1178678,0.0003047932],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001028125,0.9778553,0.02007099,0.00001151159,0.0001868139,0.001134378,0.0005632751,0.00003715921,0.0001395908],"genre_scores_gemma":[0.0004270959,0.9980969,0.001226971,0.00001675111,0.00002316289,0.00006258472,0.00005189676,0.00003954262,0.00005505539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7541214,"threshold_uncertainty_score":0.9999961,"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."}}