{"id":"W4224288147","doi":"10.1371/journal.pone.0266663","title":"Infectious diseases, comorbidities and outcomes in hospitalized people who inject drugs (PWID)","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Impact; Health Sciences North; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Osteomyelitis; Septic arthritis; Pneumonia; Meningitis; Medical record; Bacteremia; Emergency medicine; Exact test; Sepsis; Cellulitis; Endocarditis; Pediatrics; Internal medicine; Surgery; Arthritis; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007315093,0.0001492774,0.0002041377,0.0009745516,0.0005291487,0.0006899695,0.0002820376,0.0004230348,0.003596342],"category_scores_gemma":[0.005713657,0.0002180543,0.000324775,0.001143054,0.0002177667,0.0006868371,0.000909014,0.0006684195,0.0003017701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004718472,"about_ca_system_score_gemma":0.0007381907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347881,"about_ca_topic_score_gemma":0.01632972,"domain_scores_codex":[0.9993526,0.0001859576,0.0001222397,0.00007073823,0.0001220547,0.0001463176],"domain_scores_gemma":[0.9981791,0.0004308914,0.0008713743,0.00005894633,0.0001496104,0.0003101986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009308576,0.0000851285,0.9899465,0.0001912176,0.00003504973,0.00009126242,0.000242313,0.00002528161,0.00001774786,0.00007817592,0.002038616,0.007155575],"study_design_scores_gemma":[0.00001340235,0.0001062401,0.9976084,0.0002779243,0.00002744352,0.0002899648,0.0008211503,0.0001453556,0.00001542681,0.0001049195,0.0005838723,0.000005793462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852616,0.003720205,0.0001894057,0.001108571,0.00009973861,0.0001021971,0.005975386,0.00001419344,0.003528638],"genre_scores_gemma":[0.9950854,0.001936332,0.0002853321,0.0002741713,0.00009306518,0.0001276223,0.001879034,0.000004718457,0.0003142448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347881,"threshold_uncertainty_score":0.02680069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739876412064533,"score_gpt":0.281590613750544,"score_spread":0.2541918496298987,"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."}}