{"id":"W7011922118","doi":"","title":"Nursing the system back to health","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Public health; Burnout; Mood; Government (linguistics); Nursing care","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":[0.001237612,0.0004534128,0.0003102684,0.000566344,0.01167299,0.008726497,0.001021781,0.005747744,0.2839978],"category_scores_gemma":[0.004927502,0.000393715,0.0003329599,0.0006095567,0.002816489,0.003721359,0.006414047,0.006824931,0.08078074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006704927,"about_ca_system_score_gemma":0.02359761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1530121,"about_ca_topic_score_gemma":0.3486019,"domain_scores_codex":[0.9981288,0.0003412166,0.00003169819,0.0001037541,0.000423401,0.0009712452],"domain_scores_gemma":[0.9960197,0.0002210379,0.00005129602,0.0001434988,0.0006664202,0.00289808],"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":[0.000003850025,0.00001329046,0.000167391,0.00001540189,9.47161e-7,0.00004128337,0.0003415371,0.000006348023,0.00003330151,0.004014158,0.9799105,0.01545202],"study_design_scores_gemma":[0.00000494259,0.00001016349,0.0006499677,0.00005634614,0.000001027697,0.00003132241,0.0014737,0.000009747172,0.00002141552,0.001010693,0.9967275,0.000003300872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001598403,0.002928346,0.000227046,0.2472153,0.01172612,0.00005679108,0.0003041646,0.0002397067,0.7357041],"genre_scores_gemma":[0.01237277,0.001508674,0.0001845333,0.07545585,0.001089631,0.0000431071,0.0001570312,0.0001167024,0.9090717],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2839978,"threshold_uncertainty_score":0.9500672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008717270043825593,"score_gpt":0.2118797013386314,"score_spread":0.2031624312948059,"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."}}