{"id":"W4417230564","doi":"10.1186/s12939-025-02721-x","title":"Addressing ableism in healthcare: integrating critical disability theory into health services research","year":2025,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Simon Fraser University","funders":"Social Sciences and Humanities Research Council; Canadian Institutes of Health Research","keywords":"Ableism; Health services research; Inclusion (mineral); Health policy; Medical model of disability; Equity (law); Health care; Critical theory; Disability studies","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02957662,0.0001211013,0.0003216959,0.0004186516,0.001458182,0.0005366665,0.0008084145,0.0001281209,0.00004194225],"category_scores_gemma":[0.002138149,0.0001039006,0.0001054479,0.000600571,0.0009769667,0.0006560528,0.000211901,0.0009908665,0.000002433165],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005349098,"about_ca_system_score_gemma":0.002729118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.118612,"about_ca_topic_score_gemma":0.1765274,"domain_scores_codex":[0.9929087,0.003389403,0.001259381,0.0003951834,0.001207759,0.0008395396],"domain_scores_gemma":[0.9954168,0.003131888,0.0002239236,0.0001697633,0.0007643316,0.0002932703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000180548,0.0003925936,0.03269745,0.0005290768,0.00001097401,0.000003103602,0.02090305,0.00004052549,0.000002776262,0.7207497,0.0002007047,0.2242895],"study_design_scores_gemma":[0.0005394478,0.00009919918,0.02012234,0.001737667,0.000001072921,0.000003004213,0.02757779,0.0005835448,0.000006074526,0.9409295,0.008309707,0.00009063854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08805551,0.002113513,0.005062948,0.891372,0.006235162,0.001988152,0.00004205805,0.00005901315,0.005071661],"genre_scores_gemma":[0.9945937,0.0005572981,0.001352559,0.002673625,0.0004984572,0.000083561,0.0000144531,0.000008777889,0.0002175716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9065382,"threshold_uncertainty_score":0.9998418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.274458091073401,"score_gpt":0.6509973675457896,"score_spread":0.3765392764723886,"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."}}