{"id":"W3122537849","doi":"10.1186/s12913-021-06078-z","title":"Describing practices of priority setting and resource allocation in publicly funded health care systems of high-income countries","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Canadian Centre for Applied Research in Cancer Control; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"University of British Columbia","keywords":"Disinvestment; Health administration; Health care; Health informatics; Nursing research; Context (archaeology); Resource allocation; Health technology; Medicine; Health economics; Health services research; Public economics; Economics; Economic growth; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08762705,0.0004556087,0.0004740958,0.003928891,0.005093957,0.008002373,0.002385237,0.001967542,0.001726969],"category_scores_gemma":[0.1301097,0.0006070319,0.0006419506,0.005094226,0.01042912,0.007211122,0.006602798,0.002313071,0.000138727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02214748,"about_ca_system_score_gemma":0.0315246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136521,"about_ca_topic_score_gemma":0.0104531,"domain_scores_codex":[0.8506195,0.1296301,0.007407501,0.002687558,0.005015401,0.004639925],"domain_scores_gemma":[0.8305392,0.1342155,0.01770009,0.005735105,0.008617713,0.003192412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001421324,0.0001506133,0.04844249,0.002343366,0.00008747648,0.001190811,0.7913183,0.00214947,0.0007836875,0.05184214,0.003526304,0.09802313],"study_design_scores_gemma":[0.00004333632,0.0002231104,0.02600235,0.005241107,0.00004858517,0.0006517937,0.8950332,0.003319551,0.001022477,0.01922009,0.04907708,0.0001172458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837044,0.008429989,0.0460421,0.03552769,0.0003073197,0.001235411,0.0004669894,0.0001204074,0.02416566],"genre_scores_gemma":[0.9842715,0.001397423,0.01293792,0.0006436343,0.0000189875,0.0003238023,0.00008792761,0.00001152535,0.0003072542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08762705,"threshold_uncertainty_score":0.4634216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3640162669774991,"score_gpt":0.5025569411504781,"score_spread":0.1385406741729791,"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."}}