{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1329771,0.002664491,0.009414391,0.01297421,0.00208686,0.01376774,0.004950454,0.004665517,0.00594219],"category_scores_gemma":[0.2834082,0.00208963,0.003816288,0.02521223,0.006446044,0.02381248,0.003153404,0.01212117,0.004382647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006508905,"about_ca_system_score_gemma":0.02323394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007389004,"about_ca_topic_score_gemma":0.01205224,"domain_scores_codex":[0.9269181,0.03031386,0.01831546,0.004241053,0.01845279,0.001758706],"domain_scores_gemma":[0.7295992,0.1264573,0.04797874,0.00910627,0.08017489,0.00668363],"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":[0.0001329592,0.0001227902,0.02341346,0.0188389,0.0008973457,0.0000837668,0.0008646863,0.0002330697,0.0001603143,0.01630934,0.1488191,0.7901244],"study_design_scores_gemma":[0.0002957562,0.0005026968,0.06638791,0.1219871,0.003009391,0.0009072308,0.006867768,0.001496548,0.001087604,0.06470906,0.7322862,0.0004627929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002063809,0.625419,0.01940912,0.3061125,0.03277763,0.0003279105,0.00160556,0.0004241661,0.01186037],"genre_scores_gemma":[0.04184344,0.8143655,0.0614228,0.06123764,0.01295128,0.001418371,0.002329541,0.0003714125,0.004060049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1329771,"threshold_uncertainty_score":0.7032588,"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."}}