{"id":"W4403114336","doi":"10.1001/jamanetworkopen.2024.37861","title":"Infective Endocarditis Among Women Who Inject Drugs","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Joseph's Hospital; Lawson Health Research Institute; University of Saskatchewan","funders":"","keywords":"Infective endocarditis; Endocarditis; Medicine; Intensive care medicine; 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":[0.0002852682,0.0001833855,0.0002348051,0.0005638073,0.0005475823,0.0005125487,0.0002553833,0.0002015209,0.001583261],"category_scores_gemma":[0.001111756,0.00019138,0.0002088359,0.0009659252,0.0003168728,0.0003183684,0.0003246165,0.000396423,0.0002518474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514261,"about_ca_system_score_gemma":0.0008629013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05298509,"about_ca_topic_score_gemma":0.1016273,"domain_scores_codex":[0.9996833,0.000041446,0.00002427722,0.00005682371,0.0001031171,0.00009108834],"domain_scores_gemma":[0.9995009,0.00003855057,0.000298648,0.00002088416,0.0000574859,0.00008365744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001002901,0.0000065425,0.9989228,0.000005506836,0.000007036168,0.00004293777,0.00004786264,0.000003762908,0.00003675409,0.000007596717,0.000114318,0.000794797],"study_design_scores_gemma":[0.000002536975,0.00002557216,0.9987816,0.00002861551,0.000009523347,0.0003138081,0.0003247038,0.00004521955,0.00002915776,0.00001942891,0.0004175093,0.000002331905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961443,0.0008212905,0.00009755512,0.0001627246,0.00001857428,0.00002552543,0.001281198,0.000004490673,0.001444318],"genre_scores_gemma":[0.998382,0.0006137653,0.00008096624,0.00009619527,0.00002311121,0.00001488357,0.0004322552,0.00000146072,0.0003554204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05298509,"threshold_uncertainty_score":0.1053534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004326123617758,"score_gpt":0.2879547044592065,"score_spread":0.2779114432230289,"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."}}