{"id":"W4412392698","doi":"10.1016/j.cjca.2025.07.002","title":"You’ll Never Walk Alone: Multidisciplinary Teams for Drug-Use–Associated Infective Endocarditis","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Infective endocarditis; Multidisciplinary approach; Endocarditis; Drug; Intensive care medicine; Internal medicine; Cardiology; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01180885,0.004338769,0.00577651,0.005447117,0.005885481,0.01122436,0.004922912,0.03940725,0.01169697],"category_scores_gemma":[0.05546008,0.002223253,0.004232198,0.003043208,0.003538934,0.005604129,0.002554685,0.0371499,0.006586174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008781043,"about_ca_system_score_gemma":0.01222404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153199,"about_ca_topic_score_gemma":0.05216326,"domain_scores_codex":[0.9896834,0.002251636,0.001695333,0.0009145124,0.004711055,0.0007440193],"domain_scores_gemma":[0.9402502,0.02525143,0.003634714,0.0009594068,0.01988521,0.01001902],"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":[0.00002938376,0.0000145544,0.00004347039,0.0003561581,0.00003791815,0.0001266449,0.00001912641,0.00002013213,0.00001353314,0.0001245925,0.9951821,0.004032523],"study_design_scores_gemma":[0.000502442,0.00008308049,0.001151926,0.004548133,0.0005214848,0.0008779917,0.0002640547,0.0003647675,0.00007062053,0.001207248,0.9903328,0.00007554169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003655468,0.0122406,0.00006564743,0.06739546,0.9190233,0.00002213625,0.00003790638,0.00003130632,0.00114705],"genre_scores_gemma":[0.0003956615,0.00769857,0.00009349277,0.03705151,0.9527133,0.00002472002,0.00002415585,0.00001643923,0.001982227],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03940725,"threshold_uncertainty_score":0.06371123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008760031366678717,"score_gpt":0.2716027694856353,"score_spread":0.2628427381189565,"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."}}