{"id":"W4389132032","doi":"10.55016/ojs/tsw.v1i1.77694","title":"Impacts of the COVID-19 pandemic on nephrology social work: Perspectives of social workers","year":2023,"lang":"en","type":"article","venue":"Transformative Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; The King's University; Western University","funders":"","keywords":"Pandemic; Social work; Psychosocial; Nephrology; Medicine; Focus group; Coronavirus disease 2019 (COVID-19); Public relations; Nursing; Internal medicine; Political science; Sociology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007883749,0.0004053483,0.0004245992,0.001583783,0.01991042,0.005882636,0.001102602,0.001241071,0.002269516],"category_scores_gemma":[0.007554173,0.0003416183,0.0003751338,0.001283081,0.008669898,0.001789773,0.006592488,0.001854733,0.0001346444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062986,"about_ca_system_score_gemma":0.02927653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2735257,"about_ca_topic_score_gemma":0.4583859,"domain_scores_codex":[0.9919121,0.00457127,0.000164007,0.0002195697,0.0007804462,0.002352576],"domain_scores_gemma":[0.9919276,0.004038327,0.0007793487,0.0001419061,0.0009762264,0.002136492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002922829,0.00006798808,0.02446505,0.00009630633,0.000008868996,0.000528674,0.9660946,0.00002377993,0.0002790746,0.0005686994,0.0007825712,0.007055218],"study_design_scores_gemma":[0.000003323379,0.00004379623,0.005619704,0.00005880391,0.000003346791,0.00005432459,0.9913509,0.00001717555,0.00003636088,0.0000795868,0.002726536,0.000006244025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870939,0.0005711865,0.0001814979,0.004863847,0.00008285688,0.0000748339,0.00003783641,0.000004243719,0.007089782],"genre_scores_gemma":[0.9971782,0.0006538085,0.0001239807,0.001021466,0.00004459886,0.00004053969,0.00001143388,0.000003219062,0.0009228464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2735257,"threshold_uncertainty_score":0.5438673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09261297166983819,"score_gpt":0.438504384964456,"score_spread":0.3458914132946178,"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."}}