{"id":"W6920548081","doi":"10.60692/yzak9-11b66","title":"Antibiotics needed to treat multidrug-resistant infections in neonates","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Antibiotics; Neonatal sepsis; Dosing; Sepsis; Clinical trial; Antimicrobial","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":[],"consensus_categories":[],"category_scores_codex":[0.0001750747,0.0001434844,0.0002281155,0.0006652639,0.000243207,0.00005655433,0.0000688957,0.00004162771,0.0001038967],"category_scores_gemma":[0.0000191089,0.0001251632,0.00007688568,0.0005914111,0.00001404335,0.0002519494,0.0001070671,0.0001619058,0.0004699208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003700699,"about_ca_system_score_gemma":0.00004367547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005127901,"about_ca_topic_score_gemma":0.000004127267,"domain_scores_codex":[0.9988666,0.00004418725,0.0004798645,0.0001248862,0.0002617968,0.0002227032],"domain_scores_gemma":[0.9994358,0.000008499186,0.0001040792,0.0002324254,0.00008684778,0.0001323312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001916489,0.0001688521,0.7883985,0.002440206,0.000182412,0.000199583,0.182874,0.01398395,0.002008075,0.002323227,0.002843343,0.002661379],"study_design_scores_gemma":[0.0224385,0.00344716,0.5688613,0.001282585,0.0004209389,0.005268334,0.2625739,0.01550148,0.04276998,0.00001496925,0.07538395,0.002036941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916638,0.000002434414,0.001195258,0.0003323561,0.0004396678,0.0006332565,0.0002025733,0.000226757,0.005303926],"genre_scores_gemma":[0.9980909,1.446988e-7,0.0001449838,0.0005865602,0.0000421226,0.00005285424,0.00004578159,0.00001175456,0.001024947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195372,"threshold_uncertainty_score":0.6040038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318957003988811,"score_gpt":0.2294226749028579,"score_spread":0.2062331048629698,"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."}}