{"id":"W4200156211","doi":"10.15353/cjds.v10i3.820","title":"Removing Ableist Barriers in Nursing Education: Clinical Essential Requirements","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Variety (cybernetics); Flexibility (engineering); Identification (biology); Task (project management); Process (computing); Computer science; Process management; Nursing; Medical education; Psychology; Medicine; Business; Engineering; Systems engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168096,0.0001161394,0.0004946628,0.0001048319,0.000639667,0.00001862499,0.0001434776,0.0001150906,0.0003144007],"category_scores_gemma":[0.005463326,0.0001110585,0.0001571638,0.0003682932,0.0005674482,0.0001603053,0.00002138084,0.000590658,0.00000886378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052798,"about_ca_system_score_gemma":0.009959595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978958,"about_ca_topic_score_gemma":0.1142089,"domain_scores_codex":[0.9972039,0.0007773917,0.001192869,0.0002081985,0.0001821145,0.0004354516],"domain_scores_gemma":[0.9975055,0.0005139548,0.0003241574,0.0002520741,0.0007928475,0.000611407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003085011,0.00008956341,0.9241897,0.0001240911,0.00007023241,0.00004106526,0.01387465,0.00000247498,0.000006715337,0.0003056808,0.04487804,0.01638691],"study_design_scores_gemma":[0.000847191,0.0000763131,0.6156418,0.002119497,0.0001123885,0.00002619126,0.3634543,0.000001629304,0.00001215161,0.005212415,0.01232751,0.0001685781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600413,0.00798482,0.000009184787,0.01604409,0.01109666,0.0001596204,0.00000838584,0.000005250661,0.004650727],"genre_scores_gemma":[0.9973726,0.0002385725,0.0003455962,0.0003637143,0.001212918,0.00000455956,0.000003302789,0.00001111134,0.0004476669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3495797,"threshold_uncertainty_score":0.995653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125111199484818,"score_gpt":0.5167684820130078,"score_spread":0.4042573620645261,"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."}}