{"id":"W4379519922","doi":"10.53350/pjmhs2023175177","title":"Prevalence and Antibiotic Susceptibility of Gram-Negative Bacteria: A Study in ICU of Lahore General Hospital, Lahore with Mac Conkey Growth Medium","year":2023,"lang":"en","type":"article","venue":"","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Imipenem; Cefotaxime; Ceftazidime; Antibiotics; Antibiotic sensitivity; Gram-negative bacteria; Microbiology; Blood culture; Bacteria; Antibiotic resistance; Medicine; Biology; Pseudomonas aeruginosa","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":[0.0004131873,0.000407483,0.0003361648,0.0009570951,0.0008263832,0.0005584389,0.0003226333,0.0005395773,0.00243013],"category_scores_gemma":[0.00138634,0.0005005832,0.0002627882,0.0007059237,0.0006370507,0.0005565642,0.0005395177,0.0005146668,0.000300976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008739234,"about_ca_system_score_gemma":0.0009566648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115576,"about_ca_topic_score_gemma":0.01593551,"domain_scores_codex":[0.9994395,0.000132659,0.0000598902,0.00009597729,0.00007956971,0.0001923488],"domain_scores_gemma":[0.9986846,0.0002854113,0.0004300608,0.00003791359,0.000168069,0.0003939722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007921424,0.00009988572,0.9970264,0.00003498783,0.00001441751,0.0005897221,0.0006674925,0.00001506903,0.0003945121,0.00001006226,0.0001609159,0.0009073488],"study_design_scores_gemma":[0.00001358015,0.0005840646,0.9943305,0.00002907231,0.00001380819,0.001205236,0.003384954,0.0000660113,0.00009239918,0.00001055431,0.0002603746,0.000009286682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993806,0.000211629,0.00002170609,0.00006533851,0.000004359419,0.00001387922,0.00009839756,0.000001933927,0.0002019979],"genre_scores_gemma":[0.9990656,0.000316114,0.00006167914,0.0000942602,0.00002118121,0.00002369499,0.0001575702,0.000001429566,0.0002584953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115576,"threshold_uncertainty_score":0.02218163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282816445001897,"score_gpt":0.2720739364988564,"score_spread":0.2592457720488375,"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."}}