{"id":"W3197911306","doi":"10.5770/cgj.24.508","title":"COVID-19 and Long-Term Care: the Essential Role of Family Caregivers","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alzheimer Society","keywords":"Medicine; Dementia; Family caregivers; Long-term care; Thematic analysis; Pandemic; Gerontology; Coronavirus disease 2019 (COVID-19); Descriptive statistics; Isolation (microbiology); Visitor pattern; Qualitative research; Family medicine; Nursing; Disease; Internal medicine; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0004021719,0.0001411944,0.0002606678,0.0002756167,0.001520736,0.00005616477,0.0002339984,0.000200693,0.0005104155],"category_scores_gemma":[0.0004347089,0.0001173548,0.000120233,0.0004968673,0.000104475,0.00007991983,0.00005914233,0.00067693,0.00001264115],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008958277,"about_ca_system_score_gemma":0.01411527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.039701,"about_ca_topic_score_gemma":0.1301587,"domain_scores_codex":[0.9981899,0.0003758949,0.0004085145,0.000200237,0.0002658642,0.000559635],"domain_scores_gemma":[0.9972889,0.0002498915,0.0002605205,0.0002725317,0.000530457,0.001397713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002085847,0.00005371869,0.4094304,0.001477049,0.0003893977,0.002453483,0.1944638,0.00008557369,0.002438079,0.002374255,0.336557,0.05006858],"study_design_scores_gemma":[0.003878752,0.0001548813,0.3326333,0.0001599771,0.0005916043,0.0009059941,0.2978047,0.0000106731,0.0001591507,0.001369305,0.3616792,0.0006524778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938828,0.04335816,0.0002021238,0.006639031,0.004973834,0.0003553235,0.0001941339,0.00002146168,0.005427932],"genre_scores_gemma":[0.9949122,0.002167798,0.00008429842,0.001127117,0.001146168,0.000005460347,0.00003445951,0.00002435208,0.00049816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033408,"threshold_uncertainty_score":0.9997792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312617509857055,"score_gpt":0.3316481390649547,"score_spread":0.3085219639663841,"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."}}