{"id":"W4387055173","doi":"10.1002/cl2.1358","title":"Methodological quality of Campbell Systematic Reviews has improved over the past decade","year":2023,"lang":"en","type":"editorial","venue":"Campbell Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Bruyère; University of Ottawa","funders":"","keywords":"Systematic review; Intervention (counseling); Quality (philosophy); Psychology; Medicine; MEDLINE; Political science; Nursing","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":[0.6984153,0.003244531,0.01437085,0.02959233,0.005374054,0.02448046,0.007325507,0.008987166,0.008454217],"category_scores_gemma":[0.8766811,0.005061578,0.008631777,0.04202262,0.01171379,0.01408895,0.01169423,0.008013684,0.001830301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02263231,"about_ca_system_score_gemma":0.06329747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225654,"about_ca_topic_score_gemma":0.01871615,"domain_scores_codex":[0.1512414,0.5202,0.2074253,0.02692596,0.0924271,0.001780189],"domain_scores_gemma":[0.04808404,0.6830217,0.106074,0.04442671,0.1167572,0.001636251],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001585615,0.0001485887,0.01687852,0.604548,0.02386955,0.0002157733,0.01189862,0.002483957,0.001139554,0.03590895,0.04627639,0.2550465],"study_design_scores_gemma":[0.001529623,0.0006504421,0.01921174,0.5777432,0.02050563,0.0007007355,0.003449436,0.005485079,0.002253641,0.06989615,0.2974855,0.001088835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.008556025,0.7085677,0.1619095,0.07604692,0.01405026,0.01208604,0.008812785,0.001016909,0.008953896],"genre_scores_gemma":[0.2087983,0.3299389,0.356602,0.0349691,0.009690462,0.05079509,0.005336167,0.001803247,0.002066644],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3015847,"threshold_uncertainty_score":0.3719077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.900609514071633,"score_gpt":0.5998744419951795,"score_spread":0.3007350720764536,"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."}}