{"id":"W3155559143","doi":"10.2341/19-107-lit","title":"Long-term Clinical Performance of Composite Resin or Ceramic Inlays, Onlays, and Overlays: A Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Operative Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inlay; Dentistry; Dental porcelain; Meta-analysis; Composite number; Resin composite; Dental restoration; Overlay; Ceramic; Orthodontics; Materials science; Composite material; Medicine; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009793042,0.0007083424,0.01124361,0.0001898759,0.0002143355,0.0004919521,0.0004102236,0.0004277337,0.001141962],"category_scores_gemma":[0.0002271925,0.0004458266,0.001836269,0.0007459306,0.0002991937,0.0002735619,0.000459045,0.0004748633,0.00009032342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006794787,"about_ca_system_score_gemma":0.0002078221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762462,"about_ca_topic_score_gemma":0.0001522778,"domain_scores_codex":[0.9935117,0.001931831,0.002945127,0.0009088613,0.0004396149,0.0002629034],"domain_scores_gemma":[0.9965539,0.0004353584,0.001558122,0.0009966512,0.0002789351,0.0001770492],"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":[0.000009152815,0.0001798455,0.0002979054,0.8900084,0.108061,0.0006544923,0.00001852651,4.550621e-7,0.000004418464,0.00004773954,0.0002939787,0.0004240526],"study_design_scores_gemma":[0.0002569007,0.0001041998,0.001265257,0.09348111,0.8998672,0.002373997,0.00001956334,0.000007066001,0.000007771944,4.587693e-7,0.001965506,0.0006509184],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006526656,0.9895769,0.00002119145,0.000011719,0.0003310379,0.002020252,0.001435134,0.00001982094,0.00005732481],"genre_scores_gemma":[0.001478491,0.9895424,0.0001696131,0.00009180963,0.00005519115,0.0003002518,0.0008703683,0.00005619886,0.007435668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7965273,"threshold_uncertainty_score":0.9997994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541526550132344,"score_gpt":0.4491438048235928,"score_spread":0.2949911498103585,"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."}}