{"id":"W4310702964","doi":"10.2196/38003","title":"Spotlighting Disability in a Major Electronic Health Record: Michigan Medicine’s Disability and Accommodations Tab","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Medical model of disability; Face (sociological concept); Population; Medicine; Nursing; Gerontology; Family medicine; Psychology; Political science; Psychiatry; Environmental health; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006892751,0.0001551472,0.0003790588,0.0003825098,0.001231516,0.00007216895,0.0003837096,0.0000641922,0.0002732756],"category_scores_gemma":[0.0002976108,0.0001348558,0.00003863813,0.001884745,0.0005545365,0.0007497928,0.0008910141,0.001406968,0.00002828776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000781199,"about_ca_system_score_gemma":0.0001409792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03786783,"about_ca_topic_score_gemma":0.04353602,"domain_scores_codex":[0.9969088,0.0004312183,0.0006720623,0.0004182314,0.0005889407,0.0009806853],"domain_scores_gemma":[0.9988906,0.0003091515,0.0002066882,0.0004295014,0.0001245498,0.00003949794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001557323,0.0008209815,0.6456659,0.001901689,0.00002675651,0.000004920458,0.00668401,0.000004257405,0.00005551036,0.1583835,0.004118705,0.182178],"study_design_scores_gemma":[0.001593592,0.0004072496,0.5990556,0.000136888,0.000003410341,0.00001142079,0.03594642,0.003265464,0.000003801862,0.05052273,0.3087359,0.0003175111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411499,0.0001703776,0.00002188934,0.05537472,0.0001339317,0.001330935,0.0000124526,0.0001082529,0.001697543],"genre_scores_gemma":[0.9983731,0.00001838956,0.00001429906,0.0003691227,0.000296359,0.0008198413,0.00005273164,0.0000198533,0.00003633752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3046172,"threshold_uncertainty_score":0.9739169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512573819311461,"score_gpt":0.3927611926324676,"score_spread":0.3415038107013215,"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."}}