{"id":"W4239407958","doi":"10.21203/rs.2.22402/v2","title":"Risk Factors of Infective Endocarditis in Persons Who Inject Drugs","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry","keywords":"Infective endocarditis; Medicine; Endocarditis; Intensive care medicine; Internal medicine","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":[0.0003066021,0.0002360505,0.0002291154,0.0006428687,0.0004900832,0.0006061035,0.0002192929,0.000376061,0.002589821],"category_scores_gemma":[0.001953386,0.0002031134,0.0002971225,0.0007613175,0.0002564146,0.0002888167,0.0002757298,0.0005697007,0.0001995844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281409,"about_ca_system_score_gemma":0.0004010851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493085,"about_ca_topic_score_gemma":0.01148524,"domain_scores_codex":[0.9996983,0.00006147319,0.00003191481,0.00004606308,0.00009387121,0.00006831119],"domain_scores_gemma":[0.9989587,0.0001710405,0.0005085882,0.0000317338,0.00009381492,0.00023608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001615902,0.00002572601,0.9991844,0.000005400652,0.000006902338,0.00007244838,0.00005278101,0.000005591981,0.00004709803,0.000005757629,0.00003357487,0.0005441607],"study_design_scores_gemma":[0.000002069609,0.00006008169,0.9992043,0.00001117607,0.00001111908,0.0002862971,0.0002366498,0.00005711811,0.00002267119,0.000008987075,0.00009805882,0.00000145807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984158,0.0004869371,0.00004397902,0.0001050757,0.00000939215,0.000009258256,0.0001268013,0.000002861334,0.0007997676],"genre_scores_gemma":[0.9995601,0.0001693328,0.00004138584,0.0000178404,0.00001034621,0.000003637416,0.00005540473,5.882562e-7,0.0001414677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493085,"threshold_uncertainty_score":0.02968788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218136089596709,"score_gpt":0.4022004127836245,"score_spread":0.3400190518876574,"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."}}