{"id":"W2918820715","doi":"10.1111/jerd.12463","title":"Systematic reviews in restorative dentistry: discussing relevant aspects","year":2019,"lang":"en","type":"article","venue":"Journal of Esthetic and Restorative Dentistry","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Public Health Ontario; Ottawa Public Health; University of Toronto; St. Michael's Hospital","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Systematic review; Protocol (science); Restorative dentistry; Evidence-based dentistry; Medical physics; MEDLINE; Dentistry; Statement (logic); Medicine; Quality (philosophy); Medical education; Alternative medicine; Pathology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3354111,0.002380794,0.007977879,0.02294409,0.003120495,0.01289386,0.004468974,0.01393407,0.003419765],"category_scores_gemma":[0.5694608,0.002301414,0.005858311,0.02194694,0.0121271,0.01818117,0.006882698,0.01321694,0.001100536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006155,"about_ca_system_score_gemma":0.02967233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892468,"about_ca_topic_score_gemma":0.005532966,"domain_scores_codex":[0.4637558,0.4017004,0.08589292,0.005798965,0.04099503,0.001856859],"domain_scores_gemma":[0.2107877,0.6887292,0.04328136,0.01108582,0.04422507,0.001890827],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003537609,0.00009577916,0.001790202,0.5346376,0.004838516,0.0007279382,0.006835331,0.000897042,0.001087417,0.03815001,0.06978025,0.3408061],"study_design_scores_gemma":[0.0002007557,0.0002358041,0.002173166,0.7280794,0.003769974,0.001406974,0.002507031,0.0007489909,0.0003545556,0.04144431,0.2189215,0.0001575248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000174833,0.9253603,0.003665828,0.06341787,0.0063897,0.0002500408,0.00005898372,0.00002725813,0.0006550697],"genre_scores_gemma":[0.01069629,0.8922364,0.02419782,0.05203861,0.01854911,0.001789588,0.0001039412,0.0000573254,0.0003309484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6645889,"threshold_uncertainty_score":0.8195564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4506336745976983,"score_gpt":0.4883873785668709,"score_spread":0.03775370396917266,"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."}}