{"id":"W4408694076","doi":"10.1001/jamanetworkopen.2025.1421","title":"Seven vs Fourteen Days of Antibiotics for Gram-Negative Bloodstream Infection","year":2025,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McGill University Health Centre; Sinai Health System; University of Toronto; McGill University","funders":"","keywords":"Medicine; Data extraction; Meta-analysis; Randomized controlled trial; Relative risk; Protocol (science); MEDLINE; Confidence interval; Internal medicine; Antibiotics; Pediatrics; Intensive care medicine; Alternative 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":[0.000690881,0.0004624648,0.002367509,0.0001188698,0.0002687104,0.00006671349,0.0008758035,0.00125749,0.0001091564],"category_scores_gemma":[0.0002506454,0.0003618142,0.0005817641,0.0004968653,0.0002025327,0.0001135637,0.0005596915,0.0005670139,0.00007368565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005771483,"about_ca_system_score_gemma":0.0005334052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748036,"about_ca_topic_score_gemma":0.0001528328,"domain_scores_codex":[0.9975193,0.0005248448,0.0008575673,0.0005588479,0.00003905971,0.000500385],"domain_scores_gemma":[0.9970043,0.001282052,0.0009434589,0.0005874728,0.0001569269,0.00002576508],"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":[0.0003534006,0.0003546937,0.0003465699,0.02826465,0.004380316,0.00000627113,0.0001135335,0.00001962922,0.000004284837,0.005434788,0.145897,0.8148249],"study_design_scores_gemma":[0.0009993627,0.0002585242,0.0001215554,0.03688478,0.002077125,0.00001526037,0.00002019352,0.000001763238,0.0000945145,0.0004360663,0.9587197,0.0003711666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002439216,0.9874187,0.0005648039,0.00008394953,0.001576332,0.003292564,0.000439582,0.00004149952,0.00655816],"genre_scores_gemma":[0.000461046,0.983743,0.0009616402,0.00007241847,0.0002919612,0.00001446448,0.001003542,0.00004692702,0.01340503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8144537,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235606535642048,"score_gpt":0.3342540481449538,"score_spread":0.3018979827885333,"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."}}