{"id":"W2068788799","doi":"10.1038/nm.3558","title":"Neonates, antibiotics and the microbiome","year":2014,"lang":"en","type":"letter","venue":"Nature Medicine","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Antibiotics; Microbiome; Gut bacteria; Bacteria; Microbiology; Biology; Immunology; Gut flora; Gut microbiome; Medicine; Bioinformatics; Genetics","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":[0.002583902,0.0005938833,0.001158714,0.0004957041,0.003289952,0.002983961,0.001312335,0.04120867,0.005051919],"category_scores_gemma":[0.02154819,0.0006035072,0.0007605104,0.0004453708,0.00297551,0.003753109,0.001850857,0.03103786,0.002682525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003363574,"about_ca_system_score_gemma":0.003563257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004431673,"about_ca_topic_score_gemma":0.007665614,"domain_scores_codex":[0.9976584,0.001072849,0.0002071057,0.0002139906,0.0005886248,0.0002591789],"domain_scores_gemma":[0.9932103,0.00406846,0.0005777693,0.000206997,0.0006793553,0.001257157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009616774,0.00007387449,0.001702746,0.0000740769,0.00002894195,0.002920784,0.0001968368,0.0001000781,0.0002262552,0.003700477,0.9729308,0.01794901],"study_design_scores_gemma":[0.0002364658,0.0001982278,0.003036464,0.0007703254,0.00006430256,0.006328084,0.001024247,0.0008133581,0.000378942,0.0231701,0.9638923,0.00008718593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004633536,0.002309537,0.00004268493,0.9868758,0.008806759,0.000002853879,0.00001124959,0.00001057003,0.00147712],"genre_scores_gemma":[0.007754943,0.003511001,0.0001787576,0.9274243,0.05697671,0.00002069982,0.00001063206,0.00001429722,0.004108806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04120867,"threshold_uncertainty_score":0.02440459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006806071959363023,"score_gpt":0.2572687171703826,"score_spread":0.2504626452110196,"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."}}