{"id":"W3209051692","doi":"10.1177/08404704211044152","title":"Visit restrictions highlight crucial role of family members in long-term care: The British Columbia experience","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Staffing; Long-term care; Pandemic; Perspective (graphical); Nursing; Term (time); Coronavirus disease 2019 (COVID-19); Health care; Public relations; Public health; Medicine; Psychology; Gerontology; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002403509,0.0001385939,0.000344571,0.0000958709,0.001714801,0.0001250126,0.0003147742,0.0001732538,0.0003133464],"category_scores_gemma":[0.00003321349,0.0001737789,0.0001207674,0.001041292,0.00007844575,0.0001128334,0.0003357303,0.0004328733,0.00002293426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924263,"about_ca_system_score_gemma":0.0002891709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1755708,"about_ca_topic_score_gemma":0.595089,"domain_scores_codex":[0.9971036,0.0004340051,0.0007535096,0.0004714682,0.0004474323,0.000790032],"domain_scores_gemma":[0.9986312,0.0001238295,0.000226534,0.0006170909,0.0002707466,0.0001306303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005672673,0.0001585342,0.8013303,0.001421949,0.00005391367,0.0002939072,0.01559592,0.000008130739,0.00003893508,0.001593158,0.08195011,0.09749839],"study_design_scores_gemma":[0.0006968843,0.00006333549,0.8116341,0.0006043062,0.00003149025,0.000005441694,0.1311771,0.000005104048,0.00001038357,0.0002893849,0.05532381,0.0001586974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566336,0.008371473,0.00005093831,0.009008093,0.003151013,0.001793358,0.00006272125,0.0001163288,0.02081245],"genre_scores_gemma":[0.9899272,0.002762147,0.00013749,0.001136104,0.0001800108,0.000392309,0.00008806518,0.00003117719,0.005345484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4195181,"threshold_uncertainty_score":0.9995849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017222891572181,"score_gpt":0.3441221690146646,"score_spread":0.3239499400989428,"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."}}