{"id":"W3118350664","doi":"10.33997/j.afs.2020.33.s1.006","title":"Understanding Antibiotic Treatment Failures in Salmon Aquaculture","year":2020,"lang":"en","type":"article","venue":"Asian Fisheries Science","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Antibiotics; Antibiotic resistance; Aquaculture; Pathogen; Intensive care medicine; Population; Biology; Biotechnology; Medicine; Fish <Actinopterygii>; Microbiology; Fishery; Environmental health","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":[0.006049781,0.0005168809,0.0006798529,0.003222028,0.0007483874,0.002222392,0.000996088,0.001794132,0.00196212],"category_scores_gemma":[0.01502462,0.000368084,0.0006308125,0.002058684,0.00210386,0.004014133,0.001896408,0.00137477,0.0002965163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003547928,"about_ca_system_score_gemma":0.007359863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268547,"about_ca_topic_score_gemma":0.01939722,"domain_scores_codex":[0.9962643,0.001217152,0.0007789552,0.0003662795,0.001073297,0.0003000163],"domain_scores_gemma":[0.9847162,0.007251816,0.00523637,0.0002450917,0.002307636,0.0002428599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002844714,0.000267836,0.2082625,0.02621391,0.0003600231,0.005850031,0.02197208,0.005175565,0.006612768,0.01268502,0.01061814,0.7016976],"study_design_scores_gemma":[0.00003761783,0.001447361,0.4584292,0.04336808,0.0009140164,0.01336628,0.09070513,0.007722959,0.01184704,0.03732219,0.3344096,0.0004305473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2606696,0.6275949,0.02459634,0.0569464,0.0005741051,0.0003134878,0.0006392261,0.0001722542,0.02849371],"genre_scores_gemma":[0.7027065,0.2740979,0.01270888,0.006309384,0.0004103018,0.0001542943,0.0002759136,0.00004375574,0.00329317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01268547,"threshold_uncertainty_score":0.0319947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031039487122374,"score_gpt":0.2763927484006504,"score_spread":0.1732887996884129,"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."}}