{"id":"W3193847104","doi":"10.1038/s41405-021-00086-1","title":"Failure rates associated with guided versus non-guided dental implant placement: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BDJ Open","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Implant; Medicine; Meta-analysis; Implant failure; Dentistry; Dental implant; MEDLINE; Systematic review; Surgery; Internal medicine","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","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001435982,0.001059766,0.01511393,0.0002781078,0.0001929533,0.001149933,0.001547096,0.0003778957,0.001712842],"category_scores_gemma":[0.0003435263,0.0006448685,0.002754032,0.001380049,0.00005416883,0.0003035264,0.001334763,0.0004087383,0.0002327288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437867,"about_ca_system_score_gemma":0.0002026871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004399754,"about_ca_topic_score_gemma":0.002274702,"domain_scores_codex":[0.9946365,0.0009491215,0.002127831,0.001049177,0.0007121421,0.0005252649],"domain_scores_gemma":[0.9956239,0.0006064629,0.002020388,0.001334941,0.0001945896,0.0002197309],"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":[0.00000952973,0.00008928268,0.00001025521,0.4859903,0.4260797,0.003279962,0.00001482977,1.835237e-7,8.349761e-8,0.00006699906,0.08433799,0.0001209082],"study_design_scores_gemma":[0.0006529202,0.00006148876,0.000002859676,0.0689229,0.8865661,0.004831247,0.00006103658,0.000001573138,0.000001876917,0.000001442842,0.03809762,0.0007989152],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004102335,0.9881167,0.00002057049,0.00004224096,0.0001490232,0.008678358,0.001797061,0.00009571489,0.001096265],"genre_scores_gemma":[0.00001775689,0.9754843,0.000354561,0.0003750195,0.00001655752,0.002407608,0.004729954,0.0001124048,0.01650191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4604864,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959022339946236,"score_gpt":0.4432575223405656,"score_spread":0.2473552883459421,"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."}}