{"id":"W891342003","doi":"10.20452/pamw.2971","title":"Corticosteroids in the treatment of community-acquired pneumonia: an evidence summary","year":2015,"lang":"en","type":"review","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Pneumonia; Randomized controlled trial; Adverse effect; Community-acquired pneumonia; Corticosteroid; Intensive care medicine; Clinical trial; 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":[0.001409073,0.0008184843,0.003070823,0.0007009507,0.0002775746,0.00005006469,0.0008928085,0.0004082207,0.00002623198],"category_scores_gemma":[0.0003232142,0.0004855912,0.0008414243,0.0009494218,0.0005460505,0.0002134765,0.0001316377,0.0009775432,0.0000796375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404397,"about_ca_system_score_gemma":0.001284583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005983288,"about_ca_topic_score_gemma":0.0004957396,"domain_scores_codex":[0.993149,0.003435526,0.001498897,0.0004543379,0.0007670067,0.0006952324],"domain_scores_gemma":[0.9947445,0.001531895,0.0005926375,0.002521099,0.0001577142,0.000452108],"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":[0.00006235542,0.003498898,0.0004550593,0.005930852,0.0003269254,0.0001578957,0.005531551,8.59847e-7,0.0001925254,0.0001067269,0.000233567,0.9835028],"study_design_scores_gemma":[0.0008964896,0.005083939,0.00159474,0.01297748,0.001925515,0.0006918581,0.000541496,0.000003486946,0.000006153117,0.0001589218,0.9757218,0.0003981089],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004132055,0.9889042,0.000007843833,0.0005351288,0.0004408116,0.002887452,0.0001216048,0.00009640631,0.002874494],"genre_scores_gemma":[0.002509631,0.9952509,0.00005548804,0.0004253795,0.0003531701,0.0007107821,0.0002646364,0.0001085997,0.0003214073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9831046,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.273758077333029,"score_gpt":0.4492661188469322,"score_spread":0.1755080415139032,"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."}}