{"id":"W1988870693","doi":"10.1371/journal.pone.0125155","title":"An Assessment of Antimicrobial Resistant Disease Threats in Canada","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention","keywords":"Prioritization; Public health; Epidemiology; Transmission (telecommunications); Antibiotic resistance; Medicine; Environmental health; Biology; Antibiotics; Microbiology; Internal medicine; Business; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002465976,0.0006434329,0.0004266493,0.006317902,0.00268327,0.001958219,0.00118258,0.0003680377,0.001602419],"category_scores_gemma":[0.007071642,0.0002140571,0.0008712067,0.006972751,0.0006169198,0.0005337938,0.001633716,0.000509458,0.0001253237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07949106,"about_ca_system_score_gemma":0.1031218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921373,"about_ca_topic_score_gemma":0.9941679,"domain_scores_codex":[0.996381,0.0002735258,0.000148215,0.0001723175,0.002502092,0.0005229617],"domain_scores_gemma":[0.9895809,0.0006265697,0.000728199,0.00008918385,0.008189661,0.0007854779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002889554,0.0001365763,0.9047375,0.0008403098,0.000376852,0.0004980739,0.002794224,0.01273987,0.001414979,0.002973104,0.007303347,0.0658962],"study_design_scores_gemma":[0.00002115326,0.0002028589,0.9539294,0.0003133662,0.0001665622,0.000154929,0.006659938,0.01946099,0.001093661,0.0008452578,0.01706743,0.00008438095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391535,0.002871605,0.00495328,0.002483474,0.00005425252,0.001056509,0.01421483,0.0001509828,0.03506156],"genre_scores_gemma":[0.9870661,0.001158711,0.00622132,0.0002391388,0.000007297263,0.0001164018,0.002865177,0.00001460375,0.0023112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07949106,"threshold_uncertainty_score":0.5767507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804788936484817,"score_gpt":0.2652386636559675,"score_spread":0.2271907742911194,"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."}}