{"id":"W2035804666","doi":"10.1177/0951484814559714","title":"What constitutes high performance in priority setting and resource allocation? Decision maker narratives identified from a survey and qualitative study in Canadian healthcare organizations","year":2014,"lang":"en","type":"article","venue":"Health Services Management Research","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Capital District Health Authority; Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"NOMINATE; Reputation; Resource allocation; Health care; Narrative; Resource (disambiguation); Public relations; Qualitative research; Process (computing); Qualitative property; Knowledge management; Psychology; Business; Sociology; Computer science; Political science; Management; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04195762,0.0001896249,0.0004897689,0.001923716,0.001020534,0.001602505,0.0006316651,0.00007053994,0.00004548992],"category_scores_gemma":[0.0009058688,0.0001637923,0.00001165856,0.003802981,0.0001239226,0.001011492,0.0007046103,0.0003772065,0.00003501531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295193,"about_ca_system_score_gemma":0.0003614424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6064913,"about_ca_topic_score_gemma":0.9763057,"domain_scores_codex":[0.9882793,0.006532178,0.001305988,0.00110062,0.002037158,0.0007446851],"domain_scores_gemma":[0.9918597,0.00580438,0.0002803715,0.0007429607,0.0008675362,0.0004450582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006954792,0.00007299068,0.8215511,0.0001742348,0.000009439023,0.000008888433,0.1530024,0.0001148301,6.50759e-7,0.004370428,0.0001775131,0.02044798],"study_design_scores_gemma":[0.0005696165,0.00008292293,0.6837566,0.0004692789,6.256254e-7,6.616959e-7,0.3017699,0.004322301,1.641952e-7,0.007548759,0.001381819,0.00009723763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927129,0.001222617,0.0002490006,0.003634045,0.0001790865,0.001801032,0.00002253107,0.00001524543,0.000163513],"genre_scores_gemma":[0.9982493,0.000178544,0.0008014766,0.0004598177,0.0000296127,0.00006108788,0.0000304492,0.00001410127,0.0001756263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698145,"threshold_uncertainty_score":0.9994339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451416733431556,"score_gpt":0.4974809260796114,"score_spread":0.3523392527364558,"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."}}