{"id":"W4297983089","doi":"10.21203/rs.3.rs-2098041/v1","title":"Family Caregivers as Essential Partners in Care: Examining the Impacts of Restrictive Acute Care Visiting Policies During the COVID-19 Pandemic in Canada","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Healthcare Excellence Canada","keywords":"Family caregivers; Pandemic; Nursing; Visitor pattern; Health care; Medicine; Anxiety; Diversity (politics); Coronavirus disease 2019 (COVID-19); Family medicine; Psychology; Psychiatry; Political science; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00448404,0.0004260722,0.0005019593,0.001122495,0.01895328,0.003853641,0.002005465,0.0008881692,0.001694297],"category_scores_gemma":[0.01062033,0.0005170193,0.0004683,0.002066662,0.004642996,0.001537513,0.004227547,0.002269812,0.00008182837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09599331,"about_ca_system_score_gemma":0.1449132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782206,"about_ca_topic_score_gemma":0.9904774,"domain_scores_codex":[0.9953074,0.001533439,0.0001809464,0.0003094513,0.0006571904,0.002011559],"domain_scores_gemma":[0.9909129,0.002135972,0.001577155,0.0001802834,0.002409345,0.002784436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001399763,0.0001079229,0.2171731,0.0002833921,0.00003285283,0.001267452,0.766034,0.0001254372,0.0003208676,0.0007518851,0.002500495,0.01126269],"study_design_scores_gemma":[0.000006469351,0.00004076869,0.09305131,0.0002333473,0.00001334418,0.0001224688,0.9029666,0.00009949971,0.00007690443,0.00006608285,0.003302484,0.00002055609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953812,0.0007343821,0.00007278857,0.001528381,0.00002388263,0.00007425259,0.0001481741,0.000002576846,0.002034409],"genre_scores_gemma":[0.99819,0.0007288075,0.0001339259,0.0004119805,0.00000494603,0.00002984599,0.0000590652,0.000002247669,0.0004391369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09599331,"threshold_uncertainty_score":0.6964835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661482269382863,"score_gpt":0.4932305697625227,"score_spread":0.3270823428242364,"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."}}