{"id":"W3135645313","doi":"10.1016/j.athoracsur.2021.02.064","title":"People With Injection Drug Use–associated Endocarditis Deserve More Than Half a Chance at Surgery","year":2021,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Injection drug use; Psychological intervention; Intervention (counseling); Scopus; Addiction; Surgery; Drug; Drug injection; MEDLINE; Psychiatry","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":[0.001147232,0.0005724958,0.0009255846,0.0007207982,0.005831659,0.003517694,0.0009146145,0.0441547,0.01431032],"category_scores_gemma":[0.01231289,0.0005909782,0.0008243949,0.0005775487,0.001850729,0.00257448,0.001528955,0.02641503,0.006251192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399945,"about_ca_system_score_gemma":0.004335425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619666,"about_ca_topic_score_gemma":0.01648902,"domain_scores_codex":[0.9981,0.0005130617,0.0002436173,0.0001326172,0.0004352471,0.0005755034],"domain_scores_gemma":[0.9940405,0.001625862,0.0006170774,0.0001745201,0.0007721041,0.002769921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007486107,0.0001548142,0.008462044,0.00007439972,0.00003239956,0.01673751,0.0005681793,0.0000667506,0.0004930344,0.002126775,0.954513,0.01669622],"study_design_scores_gemma":[0.0002510432,0.000298806,0.02036263,0.001162828,0.00008739772,0.04063595,0.004290268,0.0007568718,0.0003595523,0.01169065,0.9199789,0.0001251448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002503713,0.001195333,0.00007568152,0.9705586,0.01192374,0.00001450984,0.0000359428,0.00002514588,0.01366737],"genre_scores_gemma":[0.01810594,0.001550298,0.0002552139,0.9234214,0.03792152,0.00003031906,0.00003643624,0.0000305884,0.0186483],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0441547,"threshold_uncertainty_score":0.04787284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09344626957773113,"score_gpt":0.3326338429892549,"score_spread":0.2391875734115238,"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."}}