{"id":"W4399780624","doi":"10.1002/cesm.12091","title":"Equity in evidence synthesis: You can't play on broken strings","year":2024,"lang":"en","type":"article","venue":"Cochrane Evidence Synthesis and Methods","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; St. Joseph’s Healthcare Hamilton; Bruyère; University of Ottawa; McMaster University; Ottawa Hospital; Impact","funders":"","keywords":"Equity (law); Health equity; Public relations; Health care; Population; Political science; Business; Psychology; Medicine; Law; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.5649723,0.00501192,0.02104081,0.02406691,0.00832623,0.03245957,0.01116244,0.03366956,0.02066172],"category_scores_gemma":[0.8701359,0.004901458,0.007841482,0.01925801,0.03728685,0.05806568,0.02258609,0.04853996,0.006197041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393993,"about_ca_system_score_gemma":0.02702753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626293,"about_ca_topic_score_gemma":0.002733928,"domain_scores_codex":[0.2447409,0.5986943,0.08493111,0.0142832,0.05459142,0.002759126],"domain_scores_gemma":[0.1019258,0.8222442,0.01874503,0.02489985,0.02897857,0.003206572],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003102318,0.000158211,0.001417708,0.09196407,0.006625194,0.0004074326,0.006279213,0.001593446,0.0003559619,0.2618583,0.3098324,0.3164058],"study_design_scores_gemma":[0.001850456,0.0004021427,0.0005777105,0.1839233,0.002596106,0.0003264163,0.002704711,0.003810038,0.0003894445,0.5869375,0.2161366,0.0003457174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009585131,0.1661715,0.06880892,0.6365506,0.1158485,0.003760955,0.001007668,0.0007635434,0.00612993],"genre_scores_gemma":[0.04339019,0.08385094,0.2285274,0.5485393,0.06008902,0.02974808,0.0007630715,0.001124715,0.00396728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4350277,"threshold_uncertainty_score":0.5364667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641382066346662,"score_gpt":0.5558566229609581,"score_spread":0.3917184163262919,"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."}}