{"id":"W1897199628","doi":"10.6004/jnccn.2004.0034","title":"Point: Fluoroquinolone-Based Antibacterial Chemoprophylaxis in Neutropenic Cancer Patients Works for Defined Outcomes in Defined Populations, but Must Be Used Wisely","year":2004,"lang":"en","type":"review","venue":"Journal of the National Comprehensive Cancer Network","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Chemoprophylaxis; Intensive care medicine; Cancer; Oncology; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002557325,0.0006358199,0.002627381,0.0006263629,0.0002047986,0.00008119213,0.0005049827,0.0004253119,0.0001239083],"category_scores_gemma":[0.000279882,0.0004507234,0.00132639,0.001378928,0.0001164667,0.0002310373,0.0001026865,0.001255409,0.000002334607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003867219,"about_ca_system_score_gemma":0.003827742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003206028,"about_ca_topic_score_gemma":0.0007908097,"domain_scores_codex":[0.9957477,0.0002682042,0.002000487,0.0004642823,0.0009618318,0.0005574374],"domain_scores_gemma":[0.9949549,0.0005628391,0.002100736,0.000283178,0.001940591,0.0001577107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01631663,0.007333286,0.3322018,0.04110098,0.007815141,0.000167475,0.000476588,0.2768812,0.0002838517,0.002124686,0.05250267,0.2627957],"study_design_scores_gemma":[0.03366814,0.001270586,0.230767,0.09462913,0.003727916,0.0001161451,0.00002549071,0.0001118172,0.00004098934,0.001128954,0.6328958,0.001617954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04610142,0.938284,0.00002697595,0.003282349,0.007279681,0.004309569,0.0006638241,0.00002487156,0.00002735431],"genre_scores_gemma":[0.05739721,0.9320593,0.001256881,0.003207944,0.003939496,0.001227551,0.0004701093,0.0002574486,0.0001839976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5803932,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073192151421323,"score_gpt":0.3797598023978652,"score_spread":0.2724405872557329,"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."}}