{"id":"W2001916832","doi":"10.1177/1527154404269099","title":"Cause Celebre: Georgetown University Hospital’s Journey to Magnet","year":2004,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing education and management","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Credentialing; Nursing; Health care; Public relations; Sociology; Medicine; Political science; Medical education; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000333157,0.0003218145,0.0002568641,0.0006795395,0.0006113494,0.0002929083,0.0004377056,0.000135595,0.00007272575],"category_scores_gemma":[0.001577148,0.0003985329,0.0001050723,0.000909486,0.0001955467,0.0008829337,0.000066098,0.0004310713,0.0006772086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349576,"about_ca_system_score_gemma":0.000413211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005008783,"about_ca_topic_score_gemma":0.00002886978,"domain_scores_codex":[0.9973767,0.0002147099,0.0003230709,0.0005168471,0.0004786987,0.001089955],"domain_scores_gemma":[0.9977346,0.0002247601,0.0002383541,0.0007236359,0.0003150195,0.0007636106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002464767,0.002578071,0.00004034422,0.00005840864,0.00009516165,0.00007400093,0.02802823,0.0004757209,0.0004539739,0.4989803,0.4578738,0.01109551],"study_design_scores_gemma":[0.001090684,0.000491677,0.002604868,0.0002430302,0.0003446742,0.0001124056,0.006967533,0.00001136327,0.001051303,0.01432893,0.9722431,0.0005104257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02917438,0.00008945455,0.001105218,0.8536643,0.01131148,0.0007125523,0.00003915841,0.0004743582,0.1034291],"genre_scores_gemma":[0.9186406,0.0000475861,0.01397539,0.03505706,0.002536322,0.000006471699,0.00003437271,0.0001372333,0.02956495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8894662,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710050115947884,"score_gpt":0.352124633842034,"score_spread":0.3250241326825552,"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."}}