{"id":"W2399405819","doi":"10.1111/imj.12929","title":"Purchasing better, innovative and integrated health services","year":2015,"lang":"en","type":"editorial","venue":"Internal Medicine Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Per capita; Commonwealth; Health care; Medicine; Wonder; Productivity; Purchasing; Population; Economic growth; Marketing; Business; Economics; Environmental health; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00369961,0.0003802599,0.001207336,0.001009448,0.0001559103,0.0001659906,0.0005015392,0.0003509291,0.0002482432],"category_scores_gemma":[0.0008468524,0.0003301834,0.00006303024,0.0003577926,0.0001424196,0.0002508889,0.0001793515,0.002381831,0.00007200921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008068382,"about_ca_system_score_gemma":0.0003644559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181498,"about_ca_topic_score_gemma":0.0004634991,"domain_scores_codex":[0.9968356,0.00009798962,0.001805458,0.0004449982,0.0002760909,0.000539829],"domain_scores_gemma":[0.9964102,0.0001845053,0.002123104,0.0002340113,0.0005484061,0.0004997684],"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":[0.00004948561,0.00002322233,0.0002325822,0.0003743493,0.0001826398,0.00003683986,0.002860509,5.748942e-7,2.808631e-7,0.001366555,0.9789925,0.01588052],"study_design_scores_gemma":[0.001230759,0.0007495948,0.0001075292,0.002729789,0.000009367476,0.00005744051,0.0006961877,0.00006002159,3.770077e-7,0.02560726,0.9685171,0.0002345393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006988869,0.02025857,0.003574805,0.04281704,0.9198056,0.0002796563,0.0003543329,0.00004348044,0.01216756],"genre_scores_gemma":[0.003632544,0.00634364,0.0005370434,0.006133326,0.9791261,0.00001179314,0.0001553169,0.00008815648,0.003972096],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05932041,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582483372479218,"score_gpt":0.3340436389852544,"score_spread":0.2882188052604622,"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."}}