{"id":"W2902698329","doi":"10.1097/naq.0000000000000334","title":"Future Proofing","year":2018,"lang":"en","type":"article","venue":"Nursing Administration Quarterly","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Nursing; Quarter (Canadian coin); Service (business); Population; Medicine; Population health; Business; Public relations; Political science; Economic growth; Public health; Environmental health; Marketing; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01989288,0.001314214,0.0008856459,0.003276777,0.005976114,0.01425721,0.003626724,0.009622566,0.2342441],"category_scores_gemma":[0.06459768,0.0005903888,0.001889139,0.001897669,0.005570749,0.01521931,0.007805276,0.009152651,0.08141205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005552939,"about_ca_system_score_gemma":0.02077412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004872603,"about_ca_topic_score_gemma":0.006099707,"domain_scores_codex":[0.9881752,0.003489265,0.0006435551,0.001587102,0.004303805,0.001801159],"domain_scores_gemma":[0.9530461,0.01083947,0.001813806,0.0077014,0.0200559,0.006543283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001150577,0.0001234516,0.0006628983,0.0005662396,0.00002488745,0.0003034425,0.0006467227,0.0001498402,0.0004054733,0.2094431,0.6538917,0.1336671],"study_design_scores_gemma":[0.0000127402,0.00003354452,0.0002459023,0.00052793,0.000008722233,0.0001246954,0.0004222024,0.00006047817,0.0001918577,0.0213591,0.977001,0.00001182933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002282525,0.02119736,0.01103213,0.3261961,0.06032734,0.0004189888,0.001795974,0.001121975,0.5756276],"genre_scores_gemma":[0.06683192,0.03833369,0.03121279,0.1991934,0.02364063,0.00109699,0.003821245,0.001125242,0.6347441],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2342441,"threshold_uncertainty_score":0.7836246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574530593345416,"score_gpt":0.321284219764052,"score_spread":0.2955389138305979,"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."}}