{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002762314,0.000905104,0.002188456,0.002387714,0.0003325,0.001445505,0.00116993,0.002212428,0.006252507],"category_scores_gemma":[0.006090879,0.0002877415,0.001405008,0.003170281,0.0008929099,0.002312108,0.0006262793,0.002392415,0.003955653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009173,"about_ca_system_score_gemma":0.002766221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416687,"about_ca_topic_score_gemma":0.002901238,"domain_scores_codex":[0.9985828,0.0004614789,0.0002391661,0.0001247846,0.0005459498,0.00004580918],"domain_scores_gemma":[0.9953949,0.00237693,0.0006384059,0.0001641748,0.00129173,0.0001338653],"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":[0.0001274912,0.00006331243,0.0009210503,0.04862692,0.0005067202,0.00021372,0.00007956909,0.0002264241,0.0009172757,0.003477721,0.08918425,0.8556554],"study_design_scores_gemma":[0.0002048495,0.0002543579,0.00736247,0.08343431,0.001214953,0.002897564,0.0002197513,0.0002210551,0.0005974013,0.007626192,0.895923,0.00004405051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001741757,0.9897508,0.0003375479,0.005706993,0.001004047,0.00005579716,0.000044008,0.00003410987,0.00289253],"genre_scores_gemma":[0.002351851,0.9889547,0.001113147,0.004322852,0.0009820526,0.00006574544,0.00006420004,0.000007917836,0.002137484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006252507,"threshold_uncertainty_score":0.0209167,"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."}}