{"id":"W2511158000","doi":"10.7748/ns.15.23.26.s46","title":"Taking stock","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006898,0.0001206235,0.0002551957,0.00007173149,0.000948089,0.000009431182,0.0001035808,0.0002335523,0.001062354],"category_scores_gemma":[0.0001167395,0.0001057746,0.00004649391,0.0001479396,0.00004365782,0.00007184729,0.00001421901,0.0005900072,0.0001857287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386416,"about_ca_system_score_gemma":0.0003241278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288795,"about_ca_topic_score_gemma":0.0002762348,"domain_scores_codex":[0.9981125,0.0003384319,0.0003828427,0.0002288828,0.0003226085,0.0006147629],"domain_scores_gemma":[0.9990333,0.0001369797,0.0001910664,0.0002812546,0.0001893259,0.0001680289],"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":[0.0002844134,0.00005959567,0.04657315,0.0003059852,0.0000243336,0.00005347991,0.03364568,0.000003519129,0.0001658169,0.01995325,0.06482162,0.8341091],"study_design_scores_gemma":[0.0009946991,0.000226331,0.03543505,0.00318967,0.00001261532,0.00001777652,0.01922499,0.00004626336,0.00001429912,0.002360408,0.9382308,0.0002470951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4133229,0.002106897,0.005950072,0.01951311,0.00441338,0.0008364301,0.00003514365,0.0004697955,0.5533523],"genre_scores_gemma":[0.9942361,0.000114499,0.0004241763,0.0005412825,0.001198092,0.00003514039,0.000003997808,0.00003340693,0.003413302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8734092,"threshold_uncertainty_score":0.9998508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828974177005043,"score_gpt":0.5221798377535074,"score_spread":0.3392824200530031,"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."}}