{"id":"W4245163710","doi":"10.2214/ajr.09.3596","title":"Reply","year":2010,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Medicine; Nuclear medicine; Gynecology","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":[0.0002767324,0.0000625137,0.0001400913,0.00005293359,0.00003368636,0.00001227394,0.0002067926,0.00003493802,0.00007273807],"category_scores_gemma":[0.0004269824,0.00005655195,0.00007705644,0.00007286284,0.0002166143,0.000003013405,0.00003827857,0.0001649262,0.00001051876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004238205,"about_ca_system_score_gemma":0.00007177969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002038433,"about_ca_topic_score_gemma":0.00003422192,"domain_scores_codex":[0.9993419,0.00006188566,0.0002838374,0.000119814,0.00006223121,0.0001303096],"domain_scores_gemma":[0.9991254,0.00001325132,0.0003555451,0.0002285168,0.000201302,0.00007598214],"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":[0.0000572183,0.00003398719,0.01390463,9.914488e-7,0.00002624616,0.000003629659,0.00003300147,0.000001750163,0.9659332,0.0001188817,0.001101326,0.01878513],"study_design_scores_gemma":[0.001191004,0.004130532,0.169322,0.000009462242,0.00006270666,0.002664101,0.0009084768,0.00001548502,0.2887797,0.0004373951,0.5321093,0.0003698441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972228,0.00003027461,0.0006647418,0.001098887,0.0006422465,0.00002568011,0.000001401629,0.000004095273,0.0003098921],"genre_scores_gemma":[0.9949849,0.00002447842,0.003651719,0.000800239,0.0003758998,7.010601e-7,0.000004343606,0.000008731754,0.0001489361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6771535,"threshold_uncertainty_score":0.2306122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006187466060926328,"score_gpt":0.251060747062527,"score_spread":0.2448732810016006,"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."}}