{"id":"W2073555307","doi":"10.12968/bjon.2002.11.21.12277","title":"The concept of hope in nursing 6: research/education/policy/practice","year":2002,"lang":"en","type":"review","venue":"British Journal of Nursing","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Health care; Engineering ethics; Public relations; Health professionals; Political science; Nursing; Medicine; Sociology; Medical education; Psychology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003601861,0.0002751242,0.001309117,0.0008252349,0.0004067335,0.0003284648,0.0008876909,0.0003896447,0.0001521383],"category_scores_gemma":[0.001939706,0.0002663226,0.0004805764,0.001275137,0.0007823256,0.0003919241,0.00002725233,0.002707604,0.00004072725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101235,"about_ca_system_score_gemma":0.001228113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002939306,"about_ca_topic_score_gemma":0.000006320363,"domain_scores_codex":[0.993423,0.002949185,0.0018112,0.000324909,0.0007526879,0.0007389502],"domain_scores_gemma":[0.9942473,0.00254813,0.00170503,0.0004169568,0.0008763511,0.0002062793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002535108,0.0007551978,5.615552e-7,0.0002062139,0.00008677534,0.0002641129,0.004166252,0.000002973402,1.223545e-7,0.003261679,0.05156355,0.9396672],"study_design_scores_gemma":[0.0004035979,0.0001550903,0.00002872836,0.1531276,0.0003188237,0.02173394,0.007289203,0.000001167431,4.177682e-7,0.001988814,0.8147308,0.0002218724],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002040615,0.8153342,0.00002484794,0.0007988818,0.002451681,0.0003558221,0.000006797996,0.000006396822,0.181001],"genre_scores_gemma":[0.0005846615,0.9946483,0.000557469,0.00006630924,0.002199005,0.00001008686,0.000005146658,0.00008904731,0.001839958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9394453,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052778438873139,"score_gpt":0.5130883149308323,"score_spread":0.4078104710435184,"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."}}