{"id":"W2984078042","doi":"10.1186/s13643-019-1172-8","title":"Risk of bias tools in systematic reviews of health interventions: an analysis of PROSPERO-registered protocols","year":2019,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Randomized controlled trial; Medicine; Psychological intervention; Protocol (science); Systematic review; MEDLINE; Sample size determination; Family medicine; Alternative medicine; Nursing; Surgery; Statistics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.7046718,0.006481219,0.01985469,0.06185859,0.004462119,0.009988431,0.006885173,0.006936618,0.01162498],"category_scores_gemma":[0.9090119,0.006764815,0.0435363,0.06999124,0.007975294,0.01522334,0.0207471,0.006865745,0.002010421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01704962,"about_ca_system_score_gemma":0.06102656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107959,"about_ca_topic_score_gemma":0.005666087,"domain_scores_codex":[0.07528903,0.5500527,0.2965884,0.01434699,0.06156348,0.002159455],"domain_scores_gemma":[0.06477612,0.7141898,0.1132436,0.05248129,0.05393947,0.001369723],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.005063511,0.0002986643,0.01815683,0.7283496,0.05813679,0.0003849483,0.01196696,0.00249059,0.0006634319,0.01397563,0.0090467,0.1514664],"study_design_scores_gemma":[0.01694239,0.003711204,0.04896865,0.6497531,0.1342416,0.00132512,0.006375534,0.01190391,0.004164086,0.03834368,0.08271448,0.001556225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.03814502,0.1369575,0.2156248,0.005427802,0.001589252,0.5522724,0.04122228,0.001729212,0.007031789],"genre_scores_gemma":[0.06958742,0.01026901,0.2438323,0.001023156,0.0001356345,0.6710505,0.003469184,0.0003030018,0.0003296674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2953282,"threshold_uncertainty_score":0.3641923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.864556618290602,"score_gpt":0.6040851740250183,"score_spread":0.2604714442655838,"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."}}