{"id":"W4403090588","doi":"10.57187/s.3714","title":"Monitoring equity in the delivery of health services: a Delphi process to select healthcare equity indicators","year":2024,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bundesamt für Gesundheit","keywords":"Medicine; Equity (law); Health care; Delphi method; Delphi; Healthcare delivery; Economic growth; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006911088,0.0002954173,0.0006632783,0.0006076003,0.000690718,0.0000204354,0.001031316,0.0005057951,0.0002259473],"category_scores_gemma":[0.0005588339,0.0002191304,0.00009699108,0.002685542,0.00009934168,0.0002063998,0.0005579039,0.002544615,0.0001721601],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115106,"about_ca_system_score_gemma":0.006039452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134217,"about_ca_topic_score_gemma":0.004337673,"domain_scores_codex":[0.9912587,0.002272697,0.001911442,0.0006697885,0.002518203,0.001369123],"domain_scores_gemma":[0.9963841,0.001545523,0.0003913573,0.0005572,0.0002492572,0.0008725381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008328549,0.00008641134,0.7504542,0.02331592,0.00003242844,0.00003470673,0.07233517,0.000009230533,0.0000104363,0.001317237,0.001442906,0.1508781],"study_design_scores_gemma":[0.001008744,0.000997699,0.8879923,0.03195446,0.00002924933,0.00001612781,0.06618457,0.0006590274,0.00006438976,0.006496369,0.004079323,0.0005177709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230844,0.004664671,0.0002040267,0.06548034,0.002885199,0.002467179,0.00009428477,0.0002823192,0.0008375391],"genre_scores_gemma":[0.9914208,0.000395492,0.0001059355,0.006738549,0.0005923752,0.0006351042,0.00002908399,0.00004808306,0.00003455921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503603,"threshold_uncertainty_score":0.9997566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355292349365433,"score_gpt":0.5381535603200072,"score_spread":0.4026243253834639,"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."}}