{"id":"W4214770201","doi":"10.3390/curroncol29030123","title":"A Continuing Educational Program Supporting Health Professionals to Manage Grief and Loss","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Grief; Medicine; Continuing education; Health professionals; Empathy; Nursing; Health care; Psychiatry; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001091142,0.0003518375,0.0002515149,0.0005271057,0.0008939455,0.0003282248,0.0006733676,0.0005816987,0.01125682],"category_scores_gemma":[0.003591674,0.0001279675,0.0002546811,0.0002755745,0.0001907093,0.0003237688,0.001367801,0.001202649,0.001323539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676416,"about_ca_system_score_gemma":0.002284252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125821,"about_ca_topic_score_gemma":0.002681804,"domain_scores_codex":[0.9996752,0.0001213019,0.0000147903,0.00003770121,0.00005794338,0.00009312097],"domain_scores_gemma":[0.996588,0.0005212218,0.0002052511,0.0001441307,0.0002000275,0.002341279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001393225,0.04372248,0.01501923,0.000358977,0.00003076204,0.000534737,0.001627589,0.0003815363,0.004063597,0.000342777,0.02242986,0.9100952],"study_design_scores_gemma":[0.009101256,0.07388964,0.6591083,0.00115831,0.000239316,0.003665674,0.005108833,0.005799682,0.007638181,0.00243865,0.2317098,0.0001423546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443723,0.001707405,0.007116506,0.006601922,0.0006880764,0.007762869,0.0003876156,0.001009728,0.03035355],"genre_scores_gemma":[0.9019547,0.002324685,0.05501775,0.002438433,0.0007603811,0.006629797,0.001075859,0.00005308424,0.02974541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125682,"threshold_uncertainty_score":0.0376578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031387866812495,"score_gpt":0.5303585775809085,"score_spread":0.4272197908996591,"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."}}