{"id":"W4245603865","doi":"10.1016/j.ccc.2013.09.001","title":"In Memoriam","year":2013,"lang":"en","type":"article","venue":"Critical Care Clinics","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Mount Sinai Hospital","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001185502,0.00006193729,0.00007995902,0.0000157007,0.00002865022,0.00004380329,0.0001036617,0.0001195545,0.0002334514],"category_scores_gemma":[0.002452298,0.00006386724,0.00004579406,0.00004676169,0.00007015438,0.000005282138,0.00005799647,0.00008179899,0.0001782135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006940308,"about_ca_system_score_gemma":0.00003419561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136577,"about_ca_topic_score_gemma":0.00003257571,"domain_scores_codex":[0.9992964,0.00005360962,0.0002219258,0.0002292692,0.00005208494,0.000146764],"domain_scores_gemma":[0.9994021,0.00006092876,0.00001384918,0.0002529288,0.0001972505,0.00007291407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000076586,0.0005760189,0.238433,0.000469631,0.0000205649,0.00001983518,0.0008870208,0.000008888032,0.6876056,0.0103409,0.04273391,0.01882802],"study_design_scores_gemma":[0.003851821,0.001547199,0.4069599,0.0001312257,0.00007763594,0.00004111805,0.01048824,0.0007714949,0.1020712,0.02264276,0.4491423,0.002275123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947372,0.000183724,0.000135602,0.0009624466,0.001539708,0.0001230847,0.000004809327,0.00001268215,0.002300716],"genre_scores_gemma":[0.9971958,0.000009092942,0.0009088666,0.0009702231,0.0005882073,0.00001974342,0.00004177407,0.000008915533,0.0002574038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5855345,"threshold_uncertainty_score":0.2935807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694581927843801,"score_gpt":0.3562262779819665,"score_spread":0.3292804587035285,"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."}}