{"id":"W2166236442","doi":"10.1177/0193841x14531260","title":"Grief, Anger, and Relationality","year":2014,"lang":"en","type":"article","venue":"Evaluation Review","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Grief; Anger; Empathy; Psychology; Context (archaeology); Neurorehabilitation; Nursing; Thematic analysis; Focus group; Psychosocial; Rehabilitation; Health care; Feeling; Psychotherapist; Medicine; Qualitative research; Clinical psychology; Psychiatry; Physical therapy; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001525042,0.0001897245,0.0001638583,0.0004373482,0.00098946,0.00155644,0.000277868,0.0003421256,0.002912004],"category_scores_gemma":[0.004838209,0.00008547275,0.0001563311,0.0002404532,0.003716345,0.0007563781,0.001561195,0.0009338128,0.0001893493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009440446,"about_ca_system_score_gemma":0.0005660162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372787,"about_ca_topic_score_gemma":0.001778887,"domain_scores_codex":[0.9987305,0.0007229454,0.00003498378,0.00008348301,0.0002803221,0.0001477233],"domain_scores_gemma":[0.9978986,0.0006796832,0.0008653078,0.00008996073,0.0001389104,0.0003274558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009814503,0.0008878578,0.4316476,0.001263213,0.0003652365,0.002136577,0.1683689,0.001277108,0.009122081,0.05523082,0.006950372,0.3217688],"study_design_scores_gemma":[0.00007216324,0.0007752204,0.7996441,0.0008926992,0.0001594051,0.005806366,0.09898143,0.001086433,0.002428671,0.04189501,0.04816017,0.00009835028],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142807,0.008835912,0.003383583,0.004306127,0.000106501,0.00007055128,0.0001067214,0.00004004069,0.06886995],"genre_scores_gemma":[0.9972786,0.00102348,0.0004925447,0.0001779846,0.00001874656,0.00001614247,0.00001581883,0.000003422276,0.0009732033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002912004,"threshold_uncertainty_score":0.009741664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08182174885329145,"score_gpt":0.4737520539230007,"score_spread":0.3919303050697093,"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."}}