{"id":"W2761409300","doi":"10.1503/cmaj.1095501","title":"Action awaits on antimicrobial misuse","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Action (physics); Government (linguistics); Antimicrobial; Antimicrobial drug; Medicine; Public administration; Political science; Microbiology; Biology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02481009,0.001456875,0.002788315,0.00236337,0.007727435,0.0103331,0.005243449,0.03100113,0.04080816],"category_scores_gemma":[0.06498004,0.0006310116,0.002352697,0.001799471,0.01224353,0.007880262,0.008198624,0.03657715,0.0122158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0217668,"about_ca_system_score_gemma":0.1220299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2943049,"about_ca_topic_score_gemma":0.4284713,"domain_scores_codex":[0.9624255,0.00506227,0.001845068,0.003014997,0.0208142,0.006837833],"domain_scores_gemma":[0.8937348,0.01975045,0.003405839,0.004010329,0.05085873,0.02823987],"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":[0.00006072,0.00005875051,0.0005337287,0.0003302706,0.00002834467,0.000156391,0.0003706479,0.00004271424,0.0004507453,0.02075997,0.9274454,0.04976238],"study_design_scores_gemma":[0.00001605667,0.00002940632,0.0005823387,0.0008824711,0.00002207434,0.00006645537,0.0004424451,0.00003450241,0.0001505192,0.004575767,0.9931737,0.00002428025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003187541,0.01830869,0.0004991102,0.9372792,0.02266795,0.00002896563,0.0004039434,0.0001370795,0.02035634],"genre_scores_gemma":[0.00872612,0.0194961,0.001503966,0.9321991,0.01076543,0.00003971128,0.0004217956,0.0001371457,0.02671059],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2943049,"threshold_uncertainty_score":0.5851837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126363069383115,"score_gpt":0.2583108295551969,"score_spread":0.2456745226168854,"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."}}