{"id":"W4250674631","doi":"10.3399/bjgp19x705689","title":"Commissioning","year":2019,"lang":"en","type":"letter","venue":"British Journal of General Practice","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Debreceni Egyetem","keywords":"Medicine; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004074917,0.000698247,0.0008245968,0.0006860697,0.006004412,0.004602517,0.002021946,0.02644214,0.07747822],"category_scores_gemma":[0.04961,0.0004124832,0.0008422848,0.0004905812,0.002992025,0.004525668,0.003575204,0.02693414,0.04230076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005025947,"about_ca_system_score_gemma":0.01164493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241636,"about_ca_topic_score_gemma":0.0242176,"domain_scores_codex":[0.9929118,0.001511005,0.0004723133,0.0009352932,0.002732187,0.001437459],"domain_scores_gemma":[0.977382,0.005138016,0.0009053842,0.001632551,0.008149503,0.006792502],"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":[0.000004753075,0.000006732092,0.00009821275,0.00001770199,0.000001173879,0.0004213097,0.0001069905,0.000008518939,0.00002962307,0.001253545,0.9941521,0.003899245],"study_design_scores_gemma":[0.000004636921,0.000009671982,0.0002057015,0.0001054783,0.000001429723,0.0006593367,0.0003878444,0.00004046726,0.00003076198,0.001366445,0.997179,0.000009138378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004009993,0.001498314,0.0002833559,0.8893278,0.07363403,0.00006219909,0.0001075664,0.000133976,0.03455178],"genre_scores_gemma":[0.00484573,0.0009471925,0.0003543618,0.8561903,0.01655887,0.00009412489,0.00007450125,0.00008805626,0.1208468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07747822,"threshold_uncertainty_score":0.2591904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039343375693491,"score_gpt":0.4548186768266655,"score_spread":0.3508843392573163,"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."}}