{"id":"W2750993844","doi":"10.3399/bjgp17x692465","title":"The ethics of setting national antibiotic policies using financial incentives","year":2017,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research","keywords":"Incentive; Medicine; Antibiotic resistance; Medical prescription; Public health; Project commissioning; Antibiotics; Business; Finance; Family medicine; Nursing; Publishing; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1363333,0.0007184935,0.001208286,0.001661401,0.005888416,0.01704196,0.002633668,0.02029689,0.00701494],"category_scores_gemma":[0.2432779,0.0008639103,0.0008401341,0.001319398,0.02578549,0.01324687,0.0102923,0.01949908,0.001984522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00892304,"about_ca_system_score_gemma":0.03302602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009800576,"about_ca_topic_score_gemma":0.006736096,"domain_scores_codex":[0.8384588,0.1230393,0.005555235,0.006315832,0.01834299,0.008287733],"domain_scores_gemma":[0.7534849,0.1839592,0.0131696,0.01843923,0.0196367,0.01131035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001018652,0.00007851976,0.002279459,0.0001903415,0.00005229022,0.0002561793,0.002898728,0.001683749,0.0001416623,0.8868635,0.06388224,0.04157147],"study_design_scores_gemma":[0.0001172579,0.0001139287,0.001190376,0.001294983,0.00002664248,0.0002079934,0.0014553,0.003324792,0.0005141267,0.7243561,0.2672713,0.0001272699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01184288,0.004743894,0.04411495,0.7767661,0.005216012,0.0004075913,0.0001641095,0.0001359566,0.1566086],"genre_scores_gemma":[0.5984038,0.005579135,0.06583503,0.2871712,0.005016404,0.001429219,0.0001578997,0.000303973,0.03610342],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1363333,"threshold_uncertainty_score":0.7210078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257723795823809,"score_gpt":0.3434690882146915,"score_spread":0.3108918502564534,"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."}}