{"id":"W2889081565","doi":"10.14745/ccdr.v40is2a07","title":"New resources to address antibiotic resistance are just a click away","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Resistance (ecology); Antibiotic resistance; Computer science; Antibiotics; World Wide Web; Microbiology; Biology; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001276335,0.001377795,0.0008970783,0.002803285,0.004059681,0.005570184,0.001844024,0.003458445,0.3604876],"category_scores_gemma":[0.009278256,0.0005542313,0.001078864,0.002284779,0.001626297,0.004331228,0.003464571,0.003719802,0.165078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005443474,"about_ca_system_score_gemma":0.01990501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2651068,"about_ca_topic_score_gemma":0.5462082,"domain_scores_codex":[0.9968172,0.0002448516,0.0001093395,0.0001321387,0.00208008,0.0006163258],"domain_scores_gemma":[0.9863489,0.001112665,0.0005162649,0.000626106,0.005104586,0.006291458],"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":[0.00002131589,0.00006119841,0.0002981342,0.000161039,0.000005554746,0.00007786781,0.00008081111,0.00001262681,0.0003104103,0.0004604678,0.9343088,0.06420181],"study_design_scores_gemma":[0.00001502243,0.00001578293,0.001728668,0.0001447565,0.000008645541,0.00006919458,0.0002024716,0.00001677769,0.0001360429,0.0002799843,0.9973634,0.00001934452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003994344,0.01363066,0.003144428,0.1886518,0.05005953,0.0007977664,0.008227292,0.009320881,0.7221734],"genre_scores_gemma":[0.01879827,0.02011479,0.01833032,0.0981082,0.01189018,0.0003550939,0.007623223,0.002007496,0.8227724],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3604876,"threshold_uncertainty_score":0.9121869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213032095779986,"score_gpt":0.2317282159441557,"score_spread":0.2195978949863558,"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."}}