{"id":"W4246219539","doi":"10.21203/rs.2.22402/v1","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":"","keywords":"Infective endocarditis; Medicine; Endocarditis; Intensive care medicine; Business; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004009399,0.0002167804,0.0002001289,0.0005809421,0.0004673436,0.0005731362,0.0001831251,0.0003329304,0.002466523],"category_scores_gemma":[0.002309665,0.0001776614,0.0002399921,0.0006170227,0.0002184284,0.0002732218,0.0002672177,0.0004927287,0.0001826188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729254,"about_ca_system_score_gemma":0.000330444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008808673,"about_ca_topic_score_gemma":0.007018884,"domain_scores_codex":[0.9996505,0.0001027654,0.00003830741,0.00005047438,0.00009562648,0.0000624721],"domain_scores_gemma":[0.9988526,0.0002299626,0.0005760033,0.00003855299,0.0001060255,0.0001969809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001790893,0.00004131566,0.9989485,0.000007036846,0.000007688837,0.0000677608,0.0000811581,0.000005923212,0.00006812093,0.000006280512,0.00003744946,0.0007108854],"study_design_scores_gemma":[0.000002397529,0.00008732193,0.9990281,0.00001324321,0.0000118933,0.0003168778,0.0003260919,0.00006606415,0.00003521597,0.00001054119,0.0001006895,0.000001652939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987364,0.0003208318,0.0000528687,0.00008325231,0.000007352454,0.000009403403,0.00008946878,0.000002266661,0.0006979887],"genre_scores_gemma":[0.9996744,0.0001103992,0.00005120993,0.00001587187,0.000007398451,0.000003619612,0.00003496319,4.970536e-7,0.0001016541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008808673,"threshold_uncertainty_score":0.01751482,"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."}}