{"id":"W2967028695","doi":"10.1093/ofid/ofz362","title":"Homelessness in Adults With Invasive Pneumococcal Disease in Calgary, Canada","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Pfizer Canada; Pfizer","keywords":"Medicine; Pneumococcal disease; Gerontology; Pathogenic organism; Streptococcus pneumoniae; Microbiology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003049931,0.0003232608,0.0003082793,0.0010093,0.002391636,0.0009405481,0.001079891,0.0003911225,0.003498982],"category_scores_gemma":[0.001435063,0.0001700147,0.000351934,0.002408213,0.0006881826,0.0003823292,0.001104109,0.001043774,0.0002704242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457615,"about_ca_system_score_gemma":0.02432972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811257,"about_ca_topic_score_gemma":0.9848722,"domain_scores_codex":[0.999405,0.00003328093,0.00004033049,0.00006201512,0.0001726178,0.0002866481],"domain_scores_gemma":[0.9984747,0.00004751475,0.0003498485,0.00002270713,0.0005063583,0.0005989727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002453301,0.00003982868,0.9912295,0.00005492904,0.00001993287,0.0002488599,0.000303868,0.00004287394,0.00005630945,0.00005928261,0.002737436,0.00518258],"study_design_scores_gemma":[0.000007908789,0.00002469587,0.9971819,0.0001067382,0.00001303602,0.0001656697,0.001414748,0.000116641,0.00001633481,0.00003695795,0.0009098156,0.000005555338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774681,0.003756925,0.0001723144,0.003148794,0.0001385023,0.0002115759,0.007081704,0.00002639386,0.007995551],"genre_scores_gemma":[0.9933028,0.002326434,0.000205878,0.0008252359,0.00004275019,0.00003589635,0.002351747,0.000004232333,0.0009049675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01887429,"threshold_uncertainty_score":0.1057578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004486572612937955,"score_gpt":0.2280357663541681,"score_spread":0.2235491937412302,"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."}}