{"id":"W4312104162","doi":"10.1093/geroni/igac059.1948","title":"MAKING “NONESSENTIAL” FAMILY/VOLUNTEER CAREGIVING ESSENTIAL IN LONG-TERM CARE HOMES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Preparedness; Thematic analysis; Family caregivers; Volunteer; Feeling; Long-term care; Psychology; Pandemic; Flexibility (engineering); Medicine; Qualitative research; Gerontology; Nursing; Coronavirus disease 2019 (COVID-19); Social psychology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008273867,0.0002520567,0.0002740653,0.0003537416,0.007509138,0.002914182,0.00129251,0.0009903111,0.003082372],"category_scores_gemma":[0.01337762,0.0002028359,0.0003179295,0.0002103954,0.004983965,0.00240864,0.005407244,0.001562092,0.0002468751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265609,"about_ca_system_score_gemma":0.01046465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00606713,"about_ca_topic_score_gemma":0.0207146,"domain_scores_codex":[0.9932141,0.005185011,0.0001713005,0.000171398,0.000376798,0.0008814023],"domain_scores_gemma":[0.9880614,0.002909436,0.001466759,0.0005847416,0.001441812,0.005535757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005384276,0.0006879864,0.1033688,0.001367335,0.000121211,0.004367528,0.632382,0.0004228682,0.003589401,0.008458107,0.05029454,0.1944017],"study_design_scores_gemma":[0.00004925216,0.0007771019,0.07121764,0.002444505,0.00006757302,0.001289288,0.8305579,0.0003802199,0.0007855187,0.005681329,0.08665368,0.00009597826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596986,0.002178527,0.002009498,0.01703077,0.0007472204,0.00009185573,0.00004184702,0.00006384007,0.01813783],"genre_scores_gemma":[0.9960311,0.000624339,0.00106083,0.001161534,0.00008671874,0.00004269596,0.0000228574,0.000007155771,0.0009626576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008273867,"threshold_uncertainty_score":0.0437569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833314486380492,"score_gpt":0.3950492868627075,"score_spread":0.3567161419989026,"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."}}