{"id":"W4406365305","doi":"10.1002/9781683670438.cmph0064","title":"Agar Dilution MIC Test","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Agar dilution; Dilution; Agar Dilution Method; Test (biology); Agar; Biology; Microbiology; Physics; Minimum inhibitory concentration; Genetics; Bacteria; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003548728,0.0002403309,0.0005984509,0.0001262508,0.00003403893,0.0000251163,0.0001080562,0.0005534125,0.003343506],"category_scores_gemma":[0.001907004,0.0002113227,0.0002089884,0.0001791321,0.0000892645,0.00003055327,0.00004746293,0.0005418997,0.01037366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007030668,"about_ca_system_score_gemma":0.0001758394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454065,"about_ca_topic_score_gemma":0.0005486125,"domain_scores_codex":[0.9986535,0.00003870334,0.0004336849,0.0004420782,0.0001684694,0.0002635292],"domain_scores_gemma":[0.9981205,0.0006913259,0.0003605521,0.0005931759,0.00006054546,0.0001738396],"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":[0.00005608629,0.0002437491,0.002910544,0.0001801294,0.0001754748,0.00006190375,0.00001041482,6.199792e-8,0.000489313,0.0001031245,0.9861549,0.009614326],"study_design_scores_gemma":[0.001370713,0.0001929171,0.002368176,0.0005634895,0.0004111724,0.000006220285,0.0000138754,0.00001743889,0.00003201006,0.00002163896,0.9947866,0.0002157692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001962662,0.009747148,0.00009832327,0.01611019,0.005432502,0.002491819,0.001244545,0.004821228,0.9580916],"genre_scores_gemma":[0.001596016,0.001606224,0.0003076002,0.002426147,0.003001023,0.0000250459,0.0001481807,0.001158867,0.9897309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03163931,"threshold_uncertainty_score":0.9975676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369085667298784,"score_gpt":0.3804408329171329,"score_spread":0.3367499762441451,"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."}}