{"id":"W1974183321","doi":"10.1046/j.1365-2648.2002.02143.x","title":"An empirical test of the Nursing Role Effectiveness Model","year":2002,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; Hamilton Health Sciences; Health Sciences Centre; University of Toronto","funders":"","keywords":"Nursing; Structural equation modeling; Nursing Outcomes Classification; Nursing care; Audit; Medicine; Test (biology); Surgical nursing; Primary nursing; Affect (linguistics); Psychology; Nurse education","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":[],"consensus_categories":[],"category_scores_codex":[0.0003578771,0.0001710452,0.0003235405,0.0002093498,0.0002088722,0.00004326892,0.0003643009,0.00006987067,0.0000184036],"category_scores_gemma":[0.0002149925,0.0001318078,0.0001859361,0.0004004814,0.0002080818,0.0005158428,0.00000830043,0.0003416188,0.00000234179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411067,"about_ca_system_score_gemma":0.0000323727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001046858,"about_ca_topic_score_gemma":4.014262e-7,"domain_scores_codex":[0.9983613,0.0001978403,0.0005089485,0.0001819743,0.0004600976,0.0002898312],"domain_scores_gemma":[0.9984691,0.0002019415,0.0005718196,0.0003636024,0.0002559542,0.0001376202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004981213,0.003838943,0.001894258,0.00006635287,0.00002634878,0.000002588009,0.01218262,0.08028109,0.2225681,0.000195231,0.006465003,0.6719814],"study_design_scores_gemma":[0.00810669,0.004673015,0.1406128,0.01979952,0.001040611,0.0006626501,0.02149581,0.2860064,0.4535028,0.05554664,0.00724604,0.001307018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707588,0.001136963,0.005792027,0.007231917,0.009673015,0.0003596487,0.000003313791,0.00004470064,0.004999646],"genre_scores_gemma":[0.9930794,0.000009856131,0.006268706,0.0001964228,0.0002606811,0.000001666078,4.708677e-7,0.00003512514,0.0001476368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6706743,"threshold_uncertainty_score":0.5374967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223548666280159,"score_gpt":0.3550546236624645,"score_spread":0.3326997570344487,"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."}}