{"id":"W2345480216","doi":"10.1016/j.cjca.2015.07.300","title":"READMISSIONS IN LONG-TERM LEFT VENTRICULAR ASSIST DEVICE SUPPORT","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Bleed; Ventricular assist device; Emergency medicine; Adverse effect; Retrospective cohort study; Population; Etiology; Pediatrics; Heart failure; Surgery; Internal medicine","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":[0.0007382287,0.0002573554,0.0006726579,0.0005139085,0.001352243,0.001130982,0.0005749097,0.001177752,0.005292124],"category_scores_gemma":[0.009060328,0.0002113329,0.001158567,0.00069652,0.0002788699,0.0009373114,0.0009861393,0.00280576,0.0003044632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435318,"about_ca_system_score_gemma":0.001633857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259883,"about_ca_topic_score_gemma":0.02863549,"domain_scores_codex":[0.998194,0.0004287468,0.0002971384,0.0001747321,0.0003443816,0.0005610221],"domain_scores_gemma":[0.9945121,0.001025615,0.002109161,0.0001478084,0.0006734575,0.001531764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003268399,0.0002314354,0.9881755,0.0001021921,0.0002120067,0.0008087631,0.0002813359,0.0001082326,0.00007070587,0.0001820296,0.002551988,0.006948977],"study_design_scores_gemma":[0.00002595051,0.0001862848,0.9955251,0.0001351655,0.0001045148,0.0008281132,0.001800997,0.0003990419,0.00003554745,0.0002998766,0.000634654,0.00002471421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872001,0.003263788,0.000160699,0.003240212,0.0003564287,0.00004198449,0.0009932898,0.00001573434,0.004727713],"genre_scores_gemma":[0.997596,0.0004811311,0.00007166169,0.0006571645,0.0002126208,0.00001779855,0.0006032112,0.000004043801,0.000356381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01259883,"threshold_uncertainty_score":0.025051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889861534655345,"score_gpt":0.2483529061303288,"score_spread":0.2194542907837753,"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."}}