{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003509689,0.0001313284,0.0001512524,0.0001108901,0.0003470605,0.0002317199,0.0001406759,0.0001115548,0.0002350358],"category_scores_gemma":[0.00004461897,0.0001230855,0.00004561982,0.0002906283,0.0001365014,0.0006704129,0.000004849097,0.0001079111,0.0009511071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004197308,"about_ca_system_score_gemma":0.00006372824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553309,"about_ca_topic_score_gemma":0.00008912011,"domain_scores_codex":[0.9988706,0.00001850752,0.0003209785,0.0002378031,0.0001388853,0.000413258],"domain_scores_gemma":[0.9993883,0.00002019654,0.0001789484,0.0001973318,0.0001859435,0.00002923584],"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":[0.0000353248,0.00008863288,0.0004015694,0.00004262388,0.000005694762,0.000002516929,0.0002829587,9.762649e-7,0.00008718277,0.2676121,0.6538795,0.0775609],"study_design_scores_gemma":[0.0002384348,0.000311232,0.007668242,0.00004915977,0.00001393856,0.00001061355,0.001442561,0.003609268,0.00001027686,0.01609397,0.9703657,0.0001866117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4434823,0.00006364559,0.003667708,0.2581612,0.007759624,0.0004724777,0.000005349564,0.0006474687,0.2857401],"genre_scores_gemma":[0.9707862,3.194702e-7,0.0004536978,0.01495981,0.01357323,0.0000103291,0.00003487019,0.00001387241,0.0001676567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5273039,"threshold_uncertainty_score":0.9998268,"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."}}