{"id":"W4291605643","doi":"10.3899/jrheum.220169","title":"How Is Health Equity Assessed in Cochrane Musculoskeletal Reviews?","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Systematic review; Population; Health literacy; MEDLINE; Gerontology; Socioeconomic status; Family medicine; Health care; Physical therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.5155394,0.003124331,0.01737724,0.05358021,0.002941577,0.01957538,0.005345073,0.007836842,0.007438269],"category_scores_gemma":[0.8667935,0.005885152,0.01430283,0.03785041,0.009505469,0.0262553,0.01444123,0.007662266,0.000799368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02528612,"about_ca_system_score_gemma":0.04379734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374956,"about_ca_topic_score_gemma":0.0170643,"domain_scores_codex":[0.2113774,0.5337285,0.1776256,0.0170406,0.05739084,0.002837097],"domain_scores_gemma":[0.1067264,0.743253,0.08549915,0.01717247,0.04508027,0.002268839],"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":[0.001005928,0.00007251659,0.009353572,0.7093316,0.03500208,0.0001071086,0.005208435,0.001369286,0.0002686859,0.0154267,0.01478972,0.2080645],"study_design_scores_gemma":[0.001085542,0.0002665292,0.007156997,0.9168379,0.01976241,0.0001755533,0.001721202,0.0009800646,0.0002867774,0.01464189,0.03689932,0.0001857871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004649804,0.9186907,0.01271269,0.04332767,0.004878431,0.00667878,0.003752912,0.0002307307,0.00507823],"genre_scores_gemma":[0.2672288,0.5255935,0.09527761,0.05026171,0.007260594,0.04946214,0.003749822,0.0003472299,0.0008187369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4844606,"threshold_uncertainty_score":0.5974262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5476085933573854,"score_gpt":0.5493276983214421,"score_spread":0.001719104964056695,"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."}}