{"id":"W4406364731","doi":"10.1002/9781683670438.mcm0075","title":"Antimicrobial Susceptibility Testing Systems","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"","keywords":"Broth microdilution; Clinical microbiology; Computer science; Antimicrobial; Minimum inhibitory concentration; Biology; Microbiology","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":[0.001817287,0.001532489,0.0008671036,0.002809006,0.0008559292,0.002645287,0.002312501,0.001165401,0.05835019],"category_scores_gemma":[0.003466211,0.0003773786,0.0006785751,0.001790547,0.000407099,0.001566823,0.002238816,0.0008845364,0.0629323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011175,"about_ca_system_score_gemma":0.001407891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493114,"about_ca_topic_score_gemma":0.001396614,"domain_scores_codex":[0.9957848,0.0006733368,0.0003947152,0.0005575294,0.002373255,0.0002162753],"domain_scores_gemma":[0.9977927,0.0004011042,0.0002362682,0.0003249186,0.001121411,0.0001235625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003438978,0.0003288355,0.00360983,0.002036708,0.00004090536,0.0004581085,0.0003186928,0.000837076,0.08956104,0.01129698,0.1738928,0.7172751],"study_design_scores_gemma":[0.00002973313,0.000187536,0.001904299,0.0004602222,0.00002995824,0.0008678539,0.00008990228,0.001384038,0.05051547,0.00131017,0.9431803,0.00004052059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02205862,0.02958127,0.1650487,0.004221423,0.002768078,0.003114766,0.02807169,0.02884123,0.7162942],"genre_scores_gemma":[0.1175687,0.03486576,0.2235202,0.006831711,0.001154462,0.003323448,0.05558878,0.003064642,0.5540824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05835019,"threshold_uncertainty_score":0.1952009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564874914789189,"score_gpt":0.2812787347935664,"score_spread":0.2456299856456745,"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."}}