{"id":"W4413594780","doi":"10.64628/aam.dytsydhdn","title":"Reflection Room: Exploring pandemic-related grief in long-term care homes","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; University of Waterloo; University of Toronto","funders":"","keywords":"Grief; Pandemic; Reflection (computer programming); Term (time); Long-term care; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Nursing; Psychiatry; Computer science","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":[0.002796148,0.0003787146,0.0001750455,0.0004830279,0.00202161,0.002725737,0.001176953,0.001089639,0.01064208],"category_scores_gemma":[0.009610082,0.0002029471,0.0003714529,0.0004268847,0.00188392,0.002658253,0.002910596,0.002326834,0.001002069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035484,"about_ca_system_score_gemma":0.001929264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666469,"about_ca_topic_score_gemma":0.007275292,"domain_scores_codex":[0.9987853,0.0008931676,0.00001319856,0.00007017413,0.00009025019,0.0001478409],"domain_scores_gemma":[0.9950691,0.003687116,0.0002420931,0.0002747389,0.0001956816,0.0005311977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000869622,0.004036597,0.0405921,0.0007314,0.00008906033,0.001763363,0.6992021,0.001643778,0.005055469,0.02725752,0.04545426,0.1733048],"study_design_scores_gemma":[0.000284122,0.001125482,0.07920683,0.000615256,0.000117978,0.0008074998,0.8000627,0.004532092,0.003889675,0.03475808,0.07442971,0.0001705731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234069,0.000575016,0.01801582,0.005284543,0.0002752089,0.0003832322,0.0005619273,0.0005094488,0.05098793],"genre_scores_gemma":[0.9812726,0.0003430361,0.008602008,0.0006107004,0.00003936555,0.0002916481,0.0002256024,0.000112752,0.008502229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064208,"threshold_uncertainty_score":0.03560132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096645234695757,"score_gpt":0.399862569788085,"score_spread":0.2901980463185093,"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."}}