{"id":"W4239801750","doi":"10.3410/f.3537957.3236055","title":"Faculty Opinions recommendation of Direct ertapenem disk screening method for identification of KPC-producing Klebsiella pneumoniae and Escherichia coli in surveillance swab specimens.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ertapenem; Klebsiella pneumoniae; Microbiology; Identification (biology); Escherichia coli; Biology; Gene; Genetics","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":[0.001533878,0.00176531,0.001533478,0.003634722,0.0004348671,0.001641961,0.00224005,0.001529979,0.04847768],"category_scores_gemma":[0.01072591,0.000634328,0.001470485,0.00516779,0.0002198179,0.000863053,0.0009239304,0.001273155,0.03092422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710639,"about_ca_system_score_gemma":0.003484022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03774238,"about_ca_topic_score_gemma":0.06222323,"domain_scores_codex":[0.9985301,0.0001938675,0.0002908626,0.0004596732,0.0003697686,0.0001557043],"domain_scores_gemma":[0.994003,0.001355089,0.001331471,0.00099081,0.00171498,0.0006046147],"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":[0.0004314774,0.00006004509,0.008859047,0.001755406,0.0002011935,0.00003191553,0.00001174465,0.0003107225,0.0002110338,0.0001743356,0.9825084,0.005444739],"study_design_scores_gemma":[0.002376506,0.0001046433,0.08486614,0.001184695,0.0005433136,0.0001941355,0.000069178,0.001718184,0.001622821,0.0008333743,0.9063945,0.00009246205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002138378,0.00003854062,0.00002551321,0.00003162492,0.000009699877,0.00001241046,0.9992456,0.00008113232,0.0003416577],"genre_scores_gemma":[0.0009681102,0.00006094238,0.0002291807,0.00005222132,0.000008430023,0.00007626761,0.9979784,0.00003030284,0.0005962352],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04847768,"threshold_uncertainty_score":0.162174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161996109036324,"score_gpt":0.3393956860939237,"score_spread":0.3177757250035604,"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."}}