{"id":"W4392560627","doi":"10.1111/medu.15365","title":"‘Patient’ or ‘professional’? Negotiating accommodations and identity in fieldwork education","year":2024,"lang":"en","type":"article","venue":"Medical Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; The King's University; University of British Columbia; Université du Québec à Trois-Rivières","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Competence (human resources); Psychology; Reasonable accommodation; Negotiation; Identity (music); Legislation; Pedagogy; Disability studies; Narrative; Medical education; Nursing; Social psychology; Sociology; Medicine; Gender studies; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007331112,0.00006371094,0.00007211944,0.0001265859,0.0002428434,0.000195784,0.0001137731,0.0001083751,0.002971244],"category_scores_gemma":[0.002856202,0.00005593061,0.00001994991,0.0005727247,0.0001197246,0.0005792634,0.00003569051,0.000192877,0.0000589287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126462,"about_ca_system_score_gemma":0.006371785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005399692,"about_ca_topic_score_gemma":0.01256256,"domain_scores_codex":[0.9987476,0.0001975758,0.0002383648,0.0002066446,0.0004545977,0.0001551932],"domain_scores_gemma":[0.9993515,0.0002999219,0.0000318688,0.0001075747,0.00005367453,0.0001554508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004788126,0.0009633569,0.02039753,0.00006794211,0.00000433935,2.093482e-7,0.04594305,0.000001865469,0.000001307067,0.1506835,0.06953493,0.7123972],"study_design_scores_gemma":[0.000091151,0.00002576532,0.06288192,0.0007208713,0.00001402557,0.000002214143,0.1004285,0.000481004,0.000002443858,0.02729484,0.8078657,0.0001915511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8450982,0.001259397,0.0001551132,0.11441,0.01282432,0.000465854,0.000001479316,0.00009703327,0.0256886],"genre_scores_gemma":[0.9901301,0.0003012109,0.000249468,0.002727581,0.0005730149,0.0001908321,0.00003327783,0.000006610206,0.005787905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7383308,"threshold_uncertainty_score":0.9992611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718304316616297,"score_gpt":0.4580929820722176,"score_spread":0.4309099389060546,"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."}}