{"id":"W4310737697","doi":"10.1097/naq.0000000000000560","title":"Nursing the Future","year":2022,"lang":"en","type":"article","venue":"Nursing Administration Quarterly","topic":"Nursing education and management","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Canadian Nurses Association","funders":"","keywords":"Nursing; MEDLINE; Psychology; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003532879,0.0001910052,0.0001383735,0.0001393764,0.001768454,0.0002420748,0.0003513412,0.00004479298,0.0004142335],"category_scores_gemma":[0.000007258167,0.0001755195,0.0001028135,0.0004507446,0.0001630922,0.0001830514,0.000005018017,0.0004051117,0.00005350962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906193,"about_ca_system_score_gemma":0.0001009074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006020875,"about_ca_topic_score_gemma":0.000008193746,"domain_scores_codex":[0.9980443,0.0003233351,0.0003339102,0.0003675896,0.0005618172,0.0003690888],"domain_scores_gemma":[0.9990976,0.00005550404,0.0001863164,0.0005158471,0.00005584056,0.00008889235],"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":[0.0002774181,0.0008339763,0.00002919337,0.000008264965,0.00001173057,0.000003940809,0.02066931,0.00002050155,0.0007021373,0.01963289,0.3513548,0.6064558],"study_design_scores_gemma":[0.001110442,0.004423423,0.008995298,0.0001648502,0.000186597,0.0003582794,0.1290496,0.001212637,0.000923306,0.02360138,0.8293185,0.000655761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2096722,0.00120032,0.002203445,0.588365,0.1300239,0.001848636,0.00005187134,0.00112599,0.06550868],"genre_scores_gemma":[0.9922253,7.16125e-7,0.000353531,0.002075801,0.001243851,0.000104661,0.0000967052,0.00003718837,0.003862179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7825532,"threshold_uncertainty_score":0.9995311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355595141755988,"score_gpt":0.3074229460682218,"score_spread":0.2938669946506619,"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."}}