{"id":"W2911469614","doi":"10.1016/j.jdent.2019.01.014","title":"Systematic reviews in dentistry: Current status, epidemiological and reporting characteristics","year":2019,"lang":"en","type":"article","venue":"Journal of Dentistry","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"U.S. National Library of Medicine; Health and Medical Research Fund; National Medical Research Council; National Health and Medical Research Council; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Canada Research Chairs","keywords":"Medicine; Epidemiology; Systematic review; Confidence interval; MEDLINE; Dentistry; Meta-analysis; Family medicine; Descriptive statistics; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.2290184,0.0002723484,0.008439993,0.000325626,0.00004124717,0.0006164561,0.0008960399,0.0001026172,0.001926818],"category_scores_gemma":[0.290062,0.0001215031,0.001589253,0.000600454,0.00003752949,0.0003152195,0.0001558824,0.0004964508,0.001332114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007398333,"about_ca_system_score_gemma":0.00007297854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001712369,"about_ca_topic_score_gemma":0.000003521704,"domain_scores_codex":[0.9345529,0.01320642,0.04779505,0.0006216833,0.003443588,0.0003803633],"domain_scores_gemma":[0.9170703,0.005680338,0.0745545,0.001597413,0.0008181979,0.0002792736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005816378,0.00006323425,0.9788634,0.007071606,0.00009749109,0.0002921518,0.00008782084,0.000004682029,0.0001543911,0.0001831119,0.007060129,0.006116179],"study_design_scores_gemma":[0.0004569717,0.00008828117,0.9330592,0.0136776,0.0005196544,0.005350627,0.0006093876,0.001523642,0.000007225797,0.002017226,0.04236665,0.0003235292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967812,0.02558269,0.003499673,0.00008441073,0.002000293,0.0007633399,0.000005722397,0.000001105959,0.0002507828],"genre_scores_gemma":[0.9925504,0.00239212,0.002596678,0.00007228833,0.000165065,0.000007988189,0.000002430832,0.00000900295,0.002204079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06104359,"threshold_uncertainty_score":0.9994454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7687647807208237,"score_gpt":0.5731387000877689,"score_spread":0.1956260806330548,"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."}}