{"id":"W4392647723","doi":"10.1016/j.focus.2024.100223","title":"Putting Meta-Analysis Findings in Proper Perspective: Comment on “The Effects of Nonpharmaceutical Interventions on COVID-19 Cases, Hospitalizations, and Mortality: A Systematic Literature Review and Meta-Analysis”","year":2024,"lang":"en","type":"article","venue":"AJPM Focus","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hamilton General Hospital; Dalhousie University; McGill University; University of Alberta","funders":"","keywords":"Meta-analysis; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Psychological intervention; Medicine; 2019-20 coronavirus outbreak; Systematic review; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; Psychology; Internal medicine; Computer science; Biology; Psychiatry; Virology; Outbreak","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":[],"category_scores_codex":[0.0927838,0.002969804,0.004858805,0.004124722,0.002509559,0.004283086,0.009701061,0.03537266,0.005434724],"category_scores_gemma":[0.3676344,0.002248853,0.01065702,0.004704173,0.005538673,0.007838904,0.003329691,0.0384694,0.004069512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006420131,"about_ca_system_score_gemma":0.01107538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406258,"about_ca_topic_score_gemma":0.01532362,"domain_scores_codex":[0.9341599,0.02929804,0.01657213,0.004705556,0.01366645,0.001597952],"domain_scores_gemma":[0.6467755,0.2783372,0.01740954,0.008970896,0.04510346,0.003403333],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000686564,0.00002639849,0.001094779,0.008328077,0.002740402,0.000542888,0.0005114585,0.0003004041,0.0003291741,0.002777844,0.9718583,0.01080355],"study_design_scores_gemma":[0.004092016,0.0007194839,0.006302761,0.03777604,0.01832521,0.002257673,0.00138446,0.003210174,0.003805228,0.05517522,0.8660829,0.0008688479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000352511,0.01829519,0.0008046121,0.9260972,0.05319319,0.00007551127,0.000648325,0.0001100477,0.0004233708],"genre_scores_gemma":[0.006443112,0.005591163,0.001888127,0.9477963,0.03721731,0.0001948918,0.0001054763,0.00006678201,0.0006968033],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9072162,"threshold_uncertainty_score":0.4906935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6324383262187467,"score_gpt":0.5620298134141977,"score_spread":0.07040851280454907,"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."}}