{"id":"W4403226177","doi":"10.1016/j.cjca.2024.08.197","title":"MULTI-DISCIPLINARY CLINICAL ENDOCARDITIS PATHWAY (MENDO): COMMUNITY AS CURE","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatoon Medical Imaging","funders":"","keywords":"Medicine; Endocarditis; Intensive care medicine; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002112542,0.0004657491,0.0003837978,0.001039493,0.002335207,0.004115191,0.00121628,0.002229146,0.03296021],"category_scores_gemma":[0.01052098,0.0002160734,0.0004911497,0.0006806906,0.000731662,0.002027966,0.005959664,0.003225143,0.002832975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108908,"about_ca_system_score_gemma":0.02337516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009561675,"about_ca_topic_score_gemma":0.02646347,"domain_scores_codex":[0.9975128,0.0006825979,0.0002177989,0.0002826255,0.0005696964,0.0007344258],"domain_scores_gemma":[0.9788153,0.0009618314,0.001274671,0.0003748913,0.001935009,0.01663837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005428918,0.002169526,0.05093167,0.001043279,0.0001281754,0.005308179,0.001728296,0.0008620878,0.001253963,0.03582734,0.3761325,0.5240722],"study_design_scores_gemma":[0.0009438355,0.002331347,0.1164586,0.009589607,0.0002278292,0.01592564,0.007539621,0.004344951,0.001156572,0.04061655,0.8006197,0.000245867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08388263,0.01043774,0.01241913,0.535438,0.008994008,0.001639647,0.001705481,0.002380613,0.3431028],"genre_scores_gemma":[0.7940786,0.01264031,0.03405291,0.1007255,0.006916926,0.000691753,0.0019794,0.0004764044,0.04843823],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03296021,"threshold_uncertainty_score":0.1102629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0750215040653389,"score_gpt":0.3738495404349527,"score_spread":0.2988280363696137,"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."}}