{"id":"W4285547269","doi":"10.51819/jaltc.2021.1013670","title":"The Integration of Long-Term Care and Personal Support Worker Education: Evaluation of a Living Classroom Experience","year":2021,"lang":"en","type":"article","venue":"Journal of Aging and Long-Term Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College; St. Lawrence College","funders":"Government of Ontario","keywords":"Staffing; Graduation (instrument); Economic shortage; Context (archaeology); Long-term care; Program evaluation; Medical education; Nursing; Focus group; Assisted living; Needs assessment; Business; Psychology; Medicine; Marketing; Engineering; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006217342,0.0001102538,0.0002515436,0.0001048232,0.000388421,0.00003687125,0.00008347523,0.00009191235,0.0001034047],"category_scores_gemma":[0.0003353476,0.00007953244,0.00009277408,0.0001576147,0.00008478493,0.0001775695,0.00004927407,0.0003184967,3.369402e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158217,"about_ca_system_score_gemma":0.001294378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002945972,"about_ca_topic_score_gemma":0.0002568437,"domain_scores_codex":[0.9983228,0.000358747,0.0005400138,0.0001414111,0.0004708718,0.0001661463],"domain_scores_gemma":[0.9964698,0.0003950855,0.0005947261,0.0001448437,0.002312137,0.00008340373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002924545,0.00002300754,0.5897557,0.0004086657,0.00002687119,0.000006517535,0.2201664,0.000001150736,0.0004051927,0.000006109353,0.0002743312,0.1888968],"study_design_scores_gemma":[0.0002641316,0.0001138691,0.7132055,0.003604792,0.0001673908,0.00007890238,0.2821364,0.00001017518,0.0003160189,0.000007253891,0.00002914797,0.00006633798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647626,0.03317622,0.00008074925,0.0003243676,0.001222821,0.0001585419,0.000005475151,0.000004251282,0.0002649465],"genre_scores_gemma":[0.9981727,0.001095375,0.0001139536,0.00003383202,0.0003754518,0.000009555283,0.00001534667,0.00001014454,0.000173623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888305,"threshold_uncertainty_score":0.3243239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237235693871661,"score_gpt":0.4080891065431624,"score_spread":0.3657167496044458,"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."}}