{"id":"W2005868475","doi":"10.1097/inf.0b013e31829be1bb","title":"Necrotizing Pneumonia in Children","year":2013,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Fusobacterium nucleatum; Pneumonia; Medicine; Chest radiograph; Streptococcus pneumoniae; Panton–Valentine leukocidin; Fusobacterium; Community-acquired pneumonia; Staphylococcus aureus; Intensive care medicine; Microbiology; Internal medicine; Radiography; Surgery; Methicillin-resistant Staphylococcus aureus; Bacteria; Antibiotics; Biology","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":[0.0002719306,0.0001784309,0.0002109346,0.0003852845,0.0004600651,0.0001233476,0.00009632756,0.00006671593,0.0004507636],"category_scores_gemma":[0.0002227754,0.0001121311,0.0002134992,0.000569526,0.0000548366,0.0002136797,0.00004468211,0.0008157876,0.000527914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145773,"about_ca_system_score_gemma":0.0003282202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008886807,"about_ca_topic_score_gemma":0.000004995583,"domain_scores_codex":[0.9986511,0.0001302116,0.0003704245,0.0001608512,0.0002779172,0.0004094479],"domain_scores_gemma":[0.9989032,0.00007939078,0.0001481858,0.0002581238,0.0001293135,0.0004817619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009769444,0.0002288041,0.9972749,0.00001215876,0.00004058289,0.00005759242,0.00006409371,0.0001695498,0.0003857093,0.0000198655,0.001009344,0.0007276736],"study_design_scores_gemma":[0.001020329,0.0001039167,0.9925679,0.00001414117,0.0002646665,0.004547839,0.00002461571,0.0001137446,0.00000307251,0.0009747852,0.0002302944,0.0001346836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948388,0.0003448775,0.00004488762,0.002234663,0.0003818765,0.0005837005,0.000002698539,0.00008573054,0.001482802],"genre_scores_gemma":[0.9960346,0.0005006321,0.000007005943,0.001237842,0.001966708,0.00005606762,0.00000146266,0.00002742768,0.0001682399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004706945,"threshold_uncertainty_score":0.6785443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005470554019784981,"score_gpt":0.2292939107730246,"score_spread":0.2238233567532397,"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."}}