{"id":"W2074611586","doi":"10.1159/000320329","title":"Viruses and Lower Respiratory Tract Infections: Does More Mean Worse?","year":2010,"lang":"en","type":"letter","venue":"Respiration","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Respiratory tract infections; Respiratory tract; Respiratory system; Respiratory disease; Intensive care medicine; Internal medicine; Lung","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008395592,0.000610524,0.0007325686,0.001359242,0.0004488995,0.0003223352,0.0001877523,0.003115341,0.001137068],"category_scores_gemma":[0.0009977045,0.0004672667,0.0002716756,0.0006395957,0.0005014262,0.0005919078,0.00011171,0.007720268,0.0004396299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960489,"about_ca_system_score_gemma":0.0005317916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202946,"about_ca_topic_score_gemma":0.0002729352,"domain_scores_codex":[0.9960455,0.0003859642,0.000850982,0.001003674,0.001076826,0.0006370795],"domain_scores_gemma":[0.9972917,0.000326551,0.0003461951,0.001250517,0.0005466348,0.0002383857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002158174,0.0007341726,0.02867485,0.0007092187,0.0002641451,0.0009194628,0.0001793486,0.000004785855,0.04575869,0.00008784154,0.9080723,0.01437938],"study_design_scores_gemma":[0.000910923,0.001383021,0.007628918,0.0002267151,0.0001785503,0.0000949954,0.00001208064,0.00001952311,0.003483047,0.0001084476,0.9854618,0.00049199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7406906,0.001517165,0.0002029682,0.2395023,0.002872402,0.004187387,0.0001262432,0.0009435978,0.009957242],"genre_scores_gemma":[0.03189081,0.0001811341,0.0002447006,0.9424677,0.0168,0.0006857612,0.0002151712,0.000360806,0.00715391],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7087998,"threshold_uncertainty_score":0.9997779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099921926513079,"score_gpt":0.3752662819060784,"score_spread":0.3142670626409476,"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."}}