{"id":"W2984754199","doi":"10.1093/jacamr/dlz059","title":"The second-hand effects of antibiotics: communicating the public health risks of drug resistance","year":2019,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario","funders":"","keywords":"Antibiotics; Scope (computer science); Intensive care medicine; Health professionals; Antibiotic resistance; Resistance (ecology); Medicine; Risk analysis (engineering); Business; Health care; Public relations; Internet privacy; Computer science; 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":[0.0147637,0.0006885867,0.0007641641,0.001026683,0.004472506,0.008104349,0.000910315,0.009310431,0.006119523],"category_scores_gemma":[0.03563029,0.0004108842,0.0008420239,0.0004923539,0.008773508,0.008319019,0.007123576,0.01004273,0.001013846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002885372,"about_ca_system_score_gemma":0.003222373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751767,"about_ca_topic_score_gemma":0.002706623,"domain_scores_codex":[0.9754438,0.01986758,0.0008012372,0.0004590829,0.002213936,0.001214421],"domain_scores_gemma":[0.9591363,0.03208471,0.004511076,0.0009423158,0.00161595,0.001709699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006233872,0.0007132905,0.033834,0.004374082,0.0002519447,0.01708478,0.2419032,0.000678484,0.00805908,0.1132014,0.09999798,0.4792784],"study_design_scores_gemma":[0.0001435824,0.001299014,0.01802998,0.01231449,0.0003154967,0.03707333,0.166351,0.001737086,0.005857157,0.1052914,0.6512334,0.0003541222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1027498,0.0487614,0.01659686,0.7553962,0.004452181,0.0001326386,0.00007366894,0.0002809581,0.07155631],"genre_scores_gemma":[0.7776302,0.04506979,0.01200612,0.1510301,0.005616684,0.000163369,0.00004135775,0.0001265598,0.008315892],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0147637,"threshold_uncertainty_score":0.07807881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182563817065126,"score_gpt":0.2695075351346179,"score_spread":0.2512511534281053,"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."}}