{"id":"W2015757033","doi":"10.1136/ebm.7.6.183","title":"Oral dexamethasone improved respiratory distress in children &lt;2 years of age with acute bronchiolitis","year":2002,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Respiratory distress; Bronchiolitis; Placebo; Dexamethasone; Pediatrics; Internal medicine; Respiratory system; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001042331,0.0003033184,0.0008616642,0.0007797675,0.0000569592,0.0000156413,0.0002854752,0.0001736312,0.001083483],"category_scores_gemma":[0.001687907,0.0002342773,0.0001028882,0.001473114,0.001008796,0.0002874743,0.00005848401,0.0006851147,0.00004076449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926268,"about_ca_system_score_gemma":0.0002422639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009917056,"about_ca_topic_score_gemma":0.0002434787,"domain_scores_codex":[0.9967784,0.0003416101,0.0007344456,0.0005811694,0.0009749823,0.0005894034],"domain_scores_gemma":[0.9976987,0.0005127612,0.0002221101,0.0009341215,0.0002412488,0.0003910782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002038781,0.0009403667,0.7113849,0.0004445185,0.0004654809,0.002141643,0.0004565486,0.0000868619,0.1328156,0.00009626523,0.004318862,0.1448102],"study_design_scores_gemma":[0.01056611,0.007360653,0.9638237,0.00408401,0.0003002356,0.0001220936,0.00005058546,0.0005966387,0.009694841,0.00001615776,0.003044516,0.0003405145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917707,0.004281393,0.000314114,0.00141175,0.00007634066,0.001240941,0.00002031109,0.00008135031,0.0008030886],"genre_scores_gemma":[0.9966488,0.0003535291,0.0007545616,0.001175272,0.0003179594,0.0001163488,0.00002725325,0.00005664998,0.0005496008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524388,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281422724979744,"score_gpt":0.3497722129341895,"score_spread":0.276957985684392,"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."}}