{"id":"W2169186742","doi":"10.1053/j.sempedsurg.2007.10.007","title":"Respiratory infections: Pneumonia, lung abscess, and empyema","year":2007,"lang":"en","type":"review","venue":"Seminars in Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Lung abscess; Empyema; Pneumonia; Etiology; Intensive care medicine; Lung; Abscess; Population; Bacterial pneumonia; Lung infection; Respiratory disease; Presentation (obstetrics); Pediatrics; Surgery; Internal medicine","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":[0.0005605056,0.001156645,0.002371085,0.005498382,0.0002923704,0.001249291,0.0009669288,0.001064536,0.002418594],"category_scores_gemma":[0.00151078,0.0003440898,0.0005141194,0.006549865,0.0009199668,0.001775164,0.0008340981,0.001103482,0.001003332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281309,"about_ca_system_score_gemma":0.001207624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484688,"about_ca_topic_score_gemma":0.003242716,"domain_scores_codex":[0.9996164,0.00005990788,0.00009628757,0.00006266777,0.0001380332,0.00002677448],"domain_scores_gemma":[0.9990587,0.0004375616,0.0002740394,0.00001590113,0.0001472199,0.0000666276],"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":[0.00007471117,0.00007271032,0.002265101,0.04031793,0.0002013256,0.001169759,0.0001257848,0.0002038863,0.0009753234,0.00121504,0.02975929,0.9236191],"study_design_scores_gemma":[0.00007295436,0.0002267315,0.02030689,0.04056615,0.0009217798,0.02948496,0.0009989437,0.0002327744,0.0007037772,0.002999972,0.9034001,0.00008491774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009022159,0.9994597,0.00002366246,0.00007824748,0.00009883892,0.000001316892,0.000006092801,0.000001795327,0.000240086],"genre_scores_gemma":[0.0007426316,0.9986781,0.00007859155,0.00009694013,0.0002332042,0.000002381519,0.00001341262,4.023476e-7,0.0001542851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005498382,"threshold_uncertainty_score":0.008091033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05834804749034865,"score_gpt":0.3607015156381002,"score_spread":0.3023534681477515,"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."}}