{"id":"W2588950123","doi":"10.2217/fmb-2016-0222","title":"An Alternative Approach to Treating Antibiotic-Resistant Infections","year":2017,"lang":"en","type":"editorial","venue":"Future Microbiology","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Library science; MEDLINE; Medicine; Microbiology; Biology; Computer 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":[0.004661705,0.003246595,0.002155945,0.001637912,0.001386027,0.004309691,0.002687778,0.01174023,0.005276396],"category_scores_gemma":[0.008516817,0.0007238828,0.001805613,0.0005617102,0.002569309,0.004232769,0.001876956,0.02403938,0.003998346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509107,"about_ca_system_score_gemma":0.001255537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004402492,"about_ca_topic_score_gemma":0.001482307,"domain_scores_codex":[0.9969981,0.0007251761,0.0004160696,0.0002838604,0.001363725,0.000213141],"domain_scores_gemma":[0.9931623,0.003115427,0.0005442513,0.0001787516,0.00197926,0.001020029],"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":[0.0001032811,0.00004652628,0.00005732274,0.0007237479,0.00005217797,0.0004608866,0.00003105215,0.00006212774,0.0004316648,0.001737318,0.9616982,0.03459571],"study_design_scores_gemma":[0.00008615832,0.00008001528,0.0001629015,0.0003889666,0.00006629995,0.0006717876,0.0000424827,0.0001527428,0.0002818644,0.001792179,0.9962558,0.00001876134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007671509,0.02163147,0.0003307079,0.03677913,0.93989,0.0000127095,0.00001433212,0.00003167538,0.001233217],"genre_scores_gemma":[0.0005306715,0.01369482,0.0002130245,0.02325569,0.9581426,0.0000115851,0.000010825,0.00001308147,0.004127826],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01174023,"threshold_uncertainty_score":0.02465379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008177579532582437,"score_gpt":0.2528532291914606,"score_spread":0.2446756496588781,"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."}}