{"id":"W4406448185","doi":"10.1016/j.yobg.2013.05.042","title":"10.1016/j.yobg.2013.05.042","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Antibiotic prophylaxis; Antibiotics; Term (time); Intensive care medicine; Surgery; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004376186,0.00008985009,0.000133352,0.00005510361,0.00004940945,0.00001307533,0.00005224796,0.00003960557,0.9977279],"category_scores_gemma":[0.00001048803,0.00007463216,0.00005611577,0.0001121263,0.00002125507,0.00005170004,0.00002030363,0.00008968009,0.9967281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002421386,"about_ca_system_score_gemma":0.00001673829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662216,"about_ca_topic_score_gemma":4.791647e-7,"domain_scores_codex":[0.9994615,0.000009137029,0.000110995,0.0001355164,0.0001126011,0.0001703039],"domain_scores_gemma":[0.999588,0.00001449051,0.00001209436,0.0001806185,0.00003337573,0.0001714934],"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":[0.0001069634,0.00007805261,3.933879e-7,0.00001233348,0.00002234453,0.00003450105,0.000007759023,0.000007128094,0.0004130379,0.000002001345,0.5146837,0.4846318],"study_design_scores_gemma":[0.0003322369,0.0002782862,0.0001327275,0.00003314222,0.00003141643,0.0001878556,3.848635e-7,0.00002609159,0.0006231345,0.00001369915,0.9982527,0.00008832981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003579031,0.00005454553,0.000001095038,0.001232145,0.000003485625,0.0001587543,0.00001318108,0.0001466031,0.9948112],"genre_scores_gemma":[0.0004239407,8.595308e-7,0.00007677257,0.0001925785,0.0002091483,0.00001632295,0.00001566362,0.00001699133,0.9990477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4845434,"threshold_uncertainty_score":0.3043411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006560500282846978,"score_gpt":0.196877074417183,"score_spread":0.190316574134336,"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."}}