{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005383154,0.0002659456,0.0005018868,0.000240967,0.00009832255,0.00006613569,0.0002010681,0.00006580009,0.0002720439],"category_scores_gemma":[0.00009965987,0.0002137738,0.00006767161,0.0006193345,0.00006483017,0.0003177212,0.0001619607,0.0002665144,0.00005501133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000538517,"about_ca_system_score_gemma":0.003170007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3613605,"about_ca_topic_score_gemma":0.9345342,"domain_scores_codex":[0.9983417,0.00007890259,0.0003078695,0.000484824,0.0002791658,0.0005074939],"domain_scores_gemma":[0.9987659,0.0001060899,0.00008889469,0.0004385685,0.00008680632,0.000513699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005539723,0.0007366699,0.9961456,0.0002367388,0.00003496775,0.0008398695,0.00007056136,0.0003759354,0.0001170401,0.0002366035,0.0001522297,0.0004997895],"study_design_scores_gemma":[0.00546735,0.0004119203,0.9906778,0.0008418467,0.00005239269,0.00002944332,0.0004038072,0.0001121658,0.00004010818,0.0001112235,0.001531996,0.0003199398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871809,0.000107185,0.000001777559,0.0007999853,0.0002119485,0.002060315,0.00006793435,0.00004647743,0.009523484],"genre_scores_gemma":[0.9977899,0.00003601639,0.000001051666,0.00132892,0.00002806354,0.000418526,0.000087737,0.0000407165,0.0002690713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5731737,"threshold_uncertainty_score":0.8717442,"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."}}