{"id":"W4391098672","doi":"10.3390/app14020892","title":"Multidimensional 3D-Printed Scaffolds for Ridge Preservation and Dental Implant Placement: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; European Commission","keywords":"Dentistry; Medicine; Randomized controlled trial; Dental implant; Clinical trial; Data extraction; Cone beam computed tomography; Systematic review; Medical physics; MEDLINE; Implant; Computed tomography; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001284143,0.0004636926,0.001825803,0.0002134022,0.000250313,0.0002483882,0.0005298815,0.0001793681,0.00002907069],"category_scores_gemma":[0.00005951549,0.0002909268,0.0003303962,0.0004319444,0.0001528588,0.0001584511,0.0004149742,0.0001323997,0.000315795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009355486,"about_ca_system_score_gemma":0.0001033292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001639718,"about_ca_topic_score_gemma":0.00002012298,"domain_scores_codex":[0.9971932,0.0000688634,0.001028895,0.0007552538,0.0005877922,0.0003660349],"domain_scores_gemma":[0.9986585,0.0004214446,0.0004821008,0.0003084723,0.00003304682,0.00009646963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003483912,0.0000250485,0.000001538567,0.9735824,0.0001395192,0.00004610987,0.00001347531,5.954368e-8,0.000006458764,0.007166587,0.01116928,0.007845967],"study_design_scores_gemma":[0.0002371384,0.00009090995,0.000002138704,0.7005588,0.005489711,0.00422973,0.00007164565,0.0001756645,0.0000181467,0.0001700094,0.2882009,0.0007551268],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004774851,0.9917228,0.0001148156,0.00001226675,0.0007125166,0.006265294,0.0004733356,0.0001835385,0.0004677172],"genre_scores_gemma":[0.00005663881,0.9946795,0.001397065,0.0001905034,0.00006021573,0.002092767,0.0003802366,0.00003581004,0.001107257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2770316,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287756316770716,"score_gpt":0.3894252466790059,"score_spread":0.3165476835112987,"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."}}