{"id":"W4406571724","doi":"10.1016/j.ynpm.2014.03.007","title":"10.1016/j.ynpm.2014.03.007","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":"Gestation; Risk stratification; Sepsis; Medicine; Obstetrics; Pediatrics; Pregnancy; Internal medicine; Biology","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":[0.00005084501,0.00008871256,0.0001318815,0.00005560886,0.00004767814,0.00001214114,0.0000519946,0.00004018135,0.998399],"category_scores_gemma":[0.000011975,0.00007376392,0.00005587782,0.00009681801,0.00002152197,0.00004855643,0.00001964486,0.00009029322,0.9983784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002731443,"about_ca_system_score_gemma":0.00001985211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001166376,"about_ca_topic_score_gemma":2.73995e-7,"domain_scores_codex":[0.999458,0.00000942038,0.0001110869,0.0001373071,0.0001136197,0.0001705457],"domain_scores_gemma":[0.999582,0.00001574254,0.00001220048,0.0001830372,0.00003318779,0.0001738654],"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":[0.0001344792,0.00008795122,9.987671e-7,0.00001406504,0.00002511724,0.00003322391,0.000007921464,0.0000054603,0.0006157773,0.000002783573,0.4891971,0.5098751],"study_design_scores_gemma":[0.0003189733,0.0002554965,0.0002352645,0.0000292999,0.00003106636,0.00014134,3.479839e-7,0.00001883636,0.0008520653,0.00001545663,0.9980145,0.00008742162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004203992,0.00005617372,0.000001038854,0.0006124621,0.000003051951,0.0001510447,0.00001205794,0.0001481662,0.994812],"genre_scores_gemma":[0.0005441095,7.252194e-7,0.00008035856,0.0001748257,0.0002148726,0.00001436226,0.00001497395,0.00001702388,0.9989387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5097877,"threshold_uncertainty_score":0.3008005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005826209412273031,"score_gpt":0.1980745272442453,"score_spread":0.1922483178319723,"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."}}