{"id":"W2088067878","doi":"10.1016/j.ijcard.2014.10.125","title":"One-year outcome following biological or mechanical valve replacement for infective endocarditis","year":2014,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University; University of South Carolina; Emory University; Wayne State University","keywords":"Medicine; Endocarditis; Hazard ratio; Infective endocarditis; Internal medicine; Odds ratio; Surgery; Prosthesis; Mechanical valve; Valve replacement; Prospective cohort study; Cardiology; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077653,0.0001548169,0.0008135242,0.000222342,0.00004312804,0.00002368419,0.0001987135,0.0001195706,0.00006383112],"category_scores_gemma":[0.002843141,0.0001145617,0.001327678,0.00005360703,0.00005135628,0.00008720342,0.0001141874,0.0002400666,0.00001626004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865948,"about_ca_system_score_gemma":0.00006310271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003990813,"about_ca_topic_score_gemma":0.000001025273,"domain_scores_codex":[0.9982212,0.0002144667,0.0006563815,0.0002373379,0.0004259229,0.0002447577],"domain_scores_gemma":[0.9979358,0.0008240669,0.0003151796,0.0001540975,0.0006574787,0.0001133539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003621612,0.0005306517,0.7991989,0.00005839327,0.02591346,0.0006297225,0.0001281218,0.0006624981,0.002769137,0.08563868,0.02226466,0.05858418],"study_design_scores_gemma":[0.01227548,0.007621093,0.7396653,0.0001691315,0.0008624902,0.001171451,0.0001553695,0.00006502261,0.001511804,0.006322068,0.2298947,0.0002860486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6126703,0.000117386,0.3639887,0.001254066,0.009248005,0.0008410615,0.00004044769,0.0000460808,0.01179393],"genre_scores_gemma":[0.9921728,0.0001803725,0.003191045,0.001291795,0.003040912,0.00006708182,0.00002065623,0.00001797413,0.000017358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3795025,"threshold_uncertainty_score":0.4671692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577603834738463,"score_gpt":0.3654095861983716,"score_spread":0.3076492027245253,"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."}}