{"id":"W3153140578","doi":"10.37964/cr24737","title":"Leading through COVID-19: understanding and supporting grief and loss","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grief; Traumatic grief; Psychology; Burnout; Disenfranchised grief; Pandemic; Interview; Mental health; Health care; Nursing; Psychotherapist; Medicine; Coronavirus disease 2019 (COVID-19); Sociology; Political science; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02297058,0.001202673,0.0009074753,0.00206894,0.01620089,0.01097735,0.002794435,0.004026379,0.00559874],"category_scores_gemma":[0.04578665,0.0006218158,0.001175633,0.0008727167,0.0124682,0.01485494,0.01684566,0.01445965,0.001443849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110475,"about_ca_system_score_gemma":0.05104956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02518343,"about_ca_topic_score_gemma":0.06346668,"domain_scores_codex":[0.9870573,0.008427475,0.0003721709,0.0004369907,0.00175902,0.001947031],"domain_scores_gemma":[0.967028,0.009805903,0.002344047,0.001295359,0.004479137,0.01504751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001051125,0.0008255143,0.01790166,0.001134958,0.00006723341,0.002038275,0.5507753,0.0004675314,0.0009916977,0.02507695,0.1157975,0.2848182],"study_design_scores_gemma":[0.00007447779,0.0003028206,0.01320045,0.004869631,0.00007524929,0.001604494,0.5295116,0.001488008,0.0009479827,0.08559475,0.3621003,0.0002301448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1680573,0.02531017,0.05127043,0.6641207,0.00828155,0.0006935908,0.0001872992,0.0008822817,0.0811967],"genre_scores_gemma":[0.8303942,0.02893552,0.07895848,0.0467612,0.001592667,0.000778156,0.0002751961,0.0002913586,0.01201333],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02518343,"threshold_uncertainty_score":0.1214815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2666117356084041,"score_gpt":0.413537801439112,"score_spread":0.1469260658307079,"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."}}