{"id":"W2109791577","doi":"10.1093/hsw/hls064","title":"Bouncers, Brokers, and Glue: The Self-described Roles of Social Workers in Urban Hospitals","year":2013,"lang":"en","type":"article","venue":"Health & Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social work; Health care; Focus group; Qualitative research; Psychology; Nursing; Public relations; Perception; Medical education; Sociology; Medicine; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002268479,0.0001566407,0.0003439124,0.00006159498,0.004050509,0.0001814012,0.0002856078,0.0002262098,0.0007439214],"category_scores_gemma":[0.0003740313,0.0001444412,0.00009707363,0.002126342,0.000622957,0.0002949987,0.00004690557,0.0004154902,0.00008304189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460724,"about_ca_system_score_gemma":0.001434378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049112,"about_ca_topic_score_gemma":0.003561733,"domain_scores_codex":[0.9967673,0.001306093,0.000460444,0.0002543849,0.0005107675,0.0007009517],"domain_scores_gemma":[0.9984386,0.0006725735,0.000437527,0.0001106047,0.0001475064,0.0001931729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003632543,0.0001165466,0.1229609,0.0000293674,0.0000384583,4.144191e-7,0.4522304,2.429531e-7,0.000001136351,0.03586254,0.3610195,0.0277042],"study_design_scores_gemma":[0.000310123,0.00002339925,0.4009351,0.00002149452,0.0000146576,1.178978e-7,0.2352439,6.476384e-7,5.791284e-7,0.002617806,0.3606722,0.0001599217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4636302,0.002502975,0.000004232074,0.5101787,0.001005357,0.001338252,0.000006232984,0.0001303401,0.02120366],"genre_scores_gemma":[0.9925253,0.0003552926,0.0002141594,0.003139386,0.001025269,0.0001073359,0.000005239257,0.0000218412,0.002606171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5288951,"threshold_uncertainty_score":0.9972461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025820882447362,"score_gpt":0.3380163301189398,"score_spread":0.3177581212944662,"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."}}