{"id":"W2017577424","doi":"10.1016/j.ijid.2010.02.2268","title":"Welders are at increased risk for invasive pneumococcal disease","year":2010,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Health Sciences Centre; University of Calgary; University of Alberta","funders":"","keywords":"Pneumococcal disease; Medicine; Disease; Streptococcus pneumoniae; Biology; Internal medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341987,0.0001514116,0.0002457123,0.0002687564,0.0001050408,0.00004757761,0.0001680467,0.00005744351,0.0003942296],"category_scores_gemma":[0.002953536,0.0001242463,0.0004480421,0.00007013611,0.00009011966,0.0002050373,0.00004457302,0.0002491545,0.00002617535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324403,"about_ca_system_score_gemma":0.0004760712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002558704,"about_ca_topic_score_gemma":0.0001014738,"domain_scores_codex":[0.9986933,0.0000352082,0.0004217018,0.0001553963,0.0005468225,0.0001475109],"domain_scores_gemma":[0.99694,0.0004558035,0.0006121335,0.0001314777,0.001373889,0.0004867094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002189972,0.0006616449,0.9862792,0.00003061113,0.0004460974,0.0002457801,0.00002923456,0.00006114373,0.004640288,0.0002444854,0.003579899,0.001591658],"study_design_scores_gemma":[0.003884689,0.0003385385,0.9844925,0.0001290505,0.0003742785,0.0003506066,0.00003694975,0.00007183479,0.001317989,0.0020204,0.006847116,0.0001360414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955363,0.000144016,0.0003481383,0.001343355,0.001605971,0.0002364125,0.0004131884,0.00003022088,0.0003423776],"genre_scores_gemma":[0.9967762,0.00008208724,0.0001543539,0.0007101265,0.002008948,0.00002177258,0.00009206166,0.00002239646,0.0001321131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003322299,"threshold_uncertainty_score":0.5066616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006357283194247559,"score_gpt":0.2737890528591362,"score_spread":0.2674317696648887,"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."}}