{"id":"W4391496279","doi":"10.1017/one.2023.13.pr4","title":"Recommendation: Governance principles for AMR surveillance: A scoping review and conceptual framework — R0/PR4","year":2023,"lang":"en","type":"review","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Global Health Research; University of Waterloo; University of Guelph; York University; University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Computer science; Knowledge management; Process management; Business; Sociology; Finance; Social 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":[0.05857262,0.003006692,0.00582683,0.01871322,0.003890596,0.01261294,0.01012488,0.02838818,0.08801826],"category_scores_gemma":[0.2868756,0.002506407,0.01428091,0.02670518,0.003568262,0.02101369,0.01000847,0.009403346,0.04052223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0152145,"about_ca_system_score_gemma":0.1040082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03856689,"about_ca_topic_score_gemma":0.04893649,"domain_scores_codex":[0.9647615,0.01162806,0.01103088,0.002242378,0.00817523,0.002161919],"domain_scores_gemma":[0.7261806,0.1004618,0.02618889,0.007608594,0.1302518,0.009308349],"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":[0.0001812042,0.0001465551,0.001143299,0.2130029,0.0006856431,0.0002237439,0.001047724,0.0003801114,0.000322328,0.007526773,0.6776135,0.09772614],"study_design_scores_gemma":[0.0005121749,0.000090306,0.002241981,0.4986535,0.001373849,0.0001083235,0.001611692,0.0002446802,0.000178481,0.009762526,0.4850771,0.0001453813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001467259,0.101539,0.01256332,0.6593508,0.04289336,0.06185814,0.05646604,0.001325706,0.06253643],"genre_scores_gemma":[0.01439053,0.2504573,0.08674542,0.4269825,0.01052337,0.1306107,0.03884421,0.0008154556,0.04063056],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08801826,"threshold_uncertainty_score":0.3097653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2145040904558498,"score_gpt":0.3913257019292975,"score_spread":0.1768216114734477,"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."}}