{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00416023,0.0002685503,0.0009769177,0.0001622668,0.0007212891,0.0000805809,0.0005224345,0.001971743,0.0008407815],"category_scores_gemma":[0.003534004,0.0002723357,0.0002722692,0.0001177299,0.00003280848,0.0006011783,0.0001316706,0.01731211,0.0004855342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003336591,"about_ca_system_score_gemma":0.002001379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188217,"about_ca_topic_score_gemma":0.00008487068,"domain_scores_codex":[0.9909784,0.00508374,0.001889618,0.0002768599,0.001021746,0.0007496231],"domain_scores_gemma":[0.9903267,0.003233484,0.003923297,0.0003457403,0.00198938,0.0001814022],"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":[0.00003344078,0.00002440917,0.0000405591,0.0009940803,0.0001398599,0.006887388,0.0005642981,0.00000328907,0.000009895845,0.0000184053,0.9798286,0.01145578],"study_design_scores_gemma":[0.0006834662,0.000174965,0.0001320039,0.005240946,0.0001099722,0.00843993,0.001842236,0.000005049244,7.700007e-7,0.00004817331,0.9830619,0.0002605987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006813571,0.02080719,0.00009124368,0.9032466,0.009241302,0.000483687,0.00003843403,0.00002750126,0.06538268],"genre_scores_gemma":[0.0004807572,0.008165803,0.0021725,0.8678073,0.0573426,0.00001095487,0.00003700401,0.0001231133,0.06385997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0481013,"threshold_uncertainty_score":0.9999729,"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."}}