{"id":"W2010202731","doi":"10.1097/rti.0b013e318149e698","title":"Community-acquired Methicillin-resistant Staphylococcus aureus Pneumonia","year":2008,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pneumonia; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Microbiology; Bacteria; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001899465,0.0003548496,0.0009929049,0.000545349,0.0006351404,0.00005721806,0.0005311424,0.0001200512,0.00008289052],"category_scores_gemma":[0.0009301275,0.0002980439,0.0005379122,0.0005717052,0.0005307304,0.0003940745,0.0001340525,0.001501794,0.00003411573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484299,"about_ca_system_score_gemma":0.000578193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007567335,"about_ca_topic_score_gemma":0.000009406676,"domain_scores_codex":[0.9965598,0.0005227319,0.001231137,0.0002057944,0.0009021366,0.0005784026],"domain_scores_gemma":[0.9964722,0.0003560797,0.001008633,0.0006953189,0.001097261,0.0003705554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001887169,0.0004579772,0.01133666,0.0002572082,0.0002321255,0.003422337,0.00178766,0.00005441758,0.9670631,0.00002998822,0.005998906,0.007472509],"study_design_scores_gemma":[0.007457679,0.002847904,0.1960508,0.007403597,0.00240969,0.007765552,0.01067358,0.001191836,0.6173878,0.00225336,0.1419877,0.00257046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845028,0.003034224,0.00550433,0.003601545,0.0005153239,0.0002648564,0.00001444302,0.00006986079,0.0024926],"genre_scores_gemma":[0.9834652,0.0003587235,0.01373086,0.001242345,0.0004264424,0.000002814948,0.000004134441,0.0000752414,0.000694232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3496753,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977828251015125,"score_gpt":0.3411177950364516,"score_spread":0.3013395125263004,"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."}}