{"id":"W2014476529","doi":"10.1016/s1473-3099(13)70315-3","title":"Global collaboration to encourage prudent antibiotic use","year":2013,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Antibiotic resistance; Action plan; Public relations; Psychological intervention; Resistance (ecology); Medicine; Antibiotics; Politics; Public health; Political science; Nursing; Management","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":[0.01057278,0.001585689,0.002326794,0.0009303108,0.006063479,0.007997992,0.003034006,0.1464938,0.01413827],"category_scores_gemma":[0.05505658,0.001547604,0.002883964,0.0008767442,0.007286104,0.0071741,0.007967009,0.1042334,0.008991218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00743357,"about_ca_system_score_gemma":0.01785171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130134,"about_ca_topic_score_gemma":0.02316412,"domain_scores_codex":[0.9845545,0.004227752,0.001571106,0.001423362,0.004594244,0.003629077],"domain_scores_gemma":[0.9578536,0.01470082,0.003682774,0.001330004,0.006643607,0.01578914],"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":[0.00003575646,0.00005936779,0.0005466485,0.00009036947,0.00003209008,0.0005052354,0.0001415296,0.00005484615,0.0001887397,0.002419105,0.9897254,0.006200963],"study_design_scores_gemma":[0.0002883095,0.0001111084,0.002317059,0.0007217927,0.00007270699,0.0008641019,0.0007013963,0.0003599122,0.0003078242,0.01065798,0.9834875,0.0001101517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001510256,0.001044071,0.00008716353,0.9781069,0.01897521,0.000008947012,0.00002344793,0.00002063952,0.001582582],"genre_scores_gemma":[0.001125924,0.0003322396,0.0001501333,0.9820348,0.01345487,0.00002235648,0.00001258502,0.00001509365,0.002852041],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1464938,"threshold_uncertainty_score":0.05591488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306067380342411,"score_gpt":0.2544279940836427,"score_spread":0.2413673202802186,"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."}}