{"id":"W7039313784","doi":"","title":"LONG-TERM CARE QUALITY IN ONTARIO AND BRITISH COLUMBIA: EXAMINING THE ROLE OF CHARITABLE DONATIONS, FINANCIAL VULNERABILITY, AND FACILITY CHARACTERISTICS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Quality (philosophy); Revenue; Health care; Nursing homes; Public health; Vulnerability (computing); Health services research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00252578,0.0008107758,0.001310032,0.003115263,0.005843054,0.003242016,0.00460941,0.0009863348,0.003351701],"category_scores_gemma":[0.009796385,0.0007302636,0.001694056,0.01027412,0.002405504,0.001062765,0.00308339,0.001753486,0.0003870776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09717444,"about_ca_system_score_gemma":0.1156345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988758,"about_ca_topic_score_gemma":0.9994177,"domain_scores_codex":[0.9956776,0.0004529045,0.0003006771,0.0005167381,0.001244438,0.001807628],"domain_scores_gemma":[0.9810229,0.00152761,0.003671454,0.0006876162,0.008343812,0.004746613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344171,0.00007125743,0.9889674,0.0001246025,0.0001854349,0.0001278605,0.003013996,0.0001418171,0.000085555,0.0002611163,0.002183473,0.004703054],"study_design_scores_gemma":[0.0000155093,0.00002907531,0.9916319,0.0001881506,0.00007532261,0.00003457181,0.006198375,0.0004047974,0.00004257895,0.00005974077,0.001294369,0.00002542981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864054,0.002104264,0.0002582402,0.001376112,0.00004799559,0.0001193578,0.005161791,0.00002034235,0.004506415],"genre_scores_gemma":[0.9950009,0.0006903131,0.0002020184,0.0002811942,0.00001074178,0.00007420807,0.001854264,0.00001555068,0.001870741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09717444,"threshold_uncertainty_score":0.7050532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245723021308344,"score_gpt":0.2831776513470131,"score_spread":0.2586053492161787,"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."}}