{"id":"W2406611062","doi":"10.7748/ns.20.49.12.s19","title":"Are your indicators working?","year":2006,"lang":"en","type":"review","venue":"Nursing Standard","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Work (physics); Quality (philosophy); Nursing; Psychology; Medicine; Engineering; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007411581,0.0004741082,0.001705483,0.0006677728,0.0006832328,0.00004411208,0.0004157149,0.0005584793,0.0003304105],"category_scores_gemma":[0.00008567257,0.0003856646,0.0003912011,0.000643859,0.00009651107,0.00004573699,0.0001039342,0.001152674,0.0006270318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269,"about_ca_system_score_gemma":0.0005791392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009134298,"about_ca_topic_score_gemma":0.000014218,"domain_scores_codex":[0.9963317,0.00085912,0.0009283063,0.0005348186,0.0005413367,0.0008047507],"domain_scores_gemma":[0.9975508,0.0002075015,0.001363868,0.0006791148,0.00004522773,0.0001534711],"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":[0.0000255928,0.00003291354,0.00003338814,0.006050208,0.00005727782,0.00003112987,0.000534981,5.913436e-8,1.313288e-9,0.0009134735,0.2361368,0.7561842],"study_design_scores_gemma":[0.0002395508,0.00002706545,0.00002370388,0.1142674,0.0006193803,0.00000159962,0.0009181658,7.192696e-8,1.049958e-8,0.0002633315,0.8833243,0.0003154915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000424984,0.8134024,0.0003260608,0.0001121648,0.002236753,0.001364864,0.0001439014,0.0002076632,0.1822019],"genre_scores_gemma":[0.000009222861,0.9672929,0.0001703013,0.000298066,0.000905539,0.0002561663,0.000119788,0.0001443607,0.03080366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7558687,"threshold_uncertainty_score":0.9998595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873114541597814,"score_gpt":0.5179708358199003,"score_spread":0.3306593816601189,"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."}}