{"id":"W4402225600","doi":"10.1177/2327857924131014","title":"Campus to Community Partnerships: Advancing the Field of Design in Long-Term Care","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Carleton University","funders":"","keywords":"Term (time); Field (mathematics); Long-term care; Medicine; Nursing; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006058139,0.0001083452,0.0001553347,0.0001937309,0.0001958867,0.00006175697,0.0004853927,0.00006938518,0.000003915443],"category_scores_gemma":[0.0001355227,0.00007525055,0.00003574711,0.0002340138,0.0000650096,0.0001809089,0.0003178414,0.0003964247,4.801555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150034,"about_ca_system_score_gemma":0.0000346816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006489017,"about_ca_topic_score_gemma":0.00080778,"domain_scores_codex":[0.9992418,0.000009644604,0.0003460808,0.0001395912,0.0001183782,0.0001444633],"domain_scores_gemma":[0.9994643,0.0001484121,0.0001691185,0.00006997457,0.0001415344,0.000006640343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001537347,0.00005564263,0.738872,0.002063349,0.00003787679,4.641017e-7,0.02777586,0.000140361,0.0004423037,0.2274736,0.0005746865,0.002410162],"study_design_scores_gemma":[0.0007384436,0.0002538929,0.88338,0.004527535,0.00002255337,0.000001125061,0.07913255,0.0002670681,0.01552623,0.01160795,0.004008471,0.0005342029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946886,0.0001321483,0.00001334914,0.002974666,0.0004034363,0.0003475956,0.000003492583,0.00001639429,0.001420354],"genre_scores_gemma":[0.9986977,0.00002555492,0.00005549536,0.001088409,0.00007564858,0.00002735776,0.000006766479,0.000009759424,0.0000133399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2158656,"threshold_uncertainty_score":0.3068628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612773008429601,"score_gpt":0.3215486956174494,"score_spread":0.2754209655331534,"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."}}