{"id":"W655140875","doi":"10.1007/978-0-585-29191-8","title":"Surgical Options for the Treatment of Heart Failure","year":2000,"lang":"en","type":"book","venue":"Developments in cardiovascular medicine","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Heart failure; Medicine; Intensive care medicine; Terminally ill; Heart disease; Cardiology; Palliative care; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004312088,0.0004420202,0.002114847,0.0002419055,0.00009847914,0.00000493631,0.0001268203,0.0003633775,0.0002956737],"category_scores_gemma":[0.0000281012,0.0002337393,0.002034676,0.000191449,0.0003398301,0.00001771049,0.00002555204,0.0002170026,0.00001186864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319417,"about_ca_system_score_gemma":0.0005469454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006948078,"about_ca_topic_score_gemma":0.00001083046,"domain_scores_codex":[0.9976032,0.00005100462,0.0007090286,0.0004977444,0.0007918088,0.0003472064],"domain_scores_gemma":[0.9985578,0.0002800652,0.00009360491,0.0007931625,0.0001466134,0.0001287685],"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":[0.001890214,0.000519851,0.003931751,0.00234279,0.05784388,0.001396476,0.003315882,0.0007277228,0.00003037698,0.001353603,0.382123,0.5445244],"study_design_scores_gemma":[0.005348261,0.0004489021,0.01000168,0.0007190945,0.002070217,0.0006600964,0.00008456697,0.000005495384,0.00002592295,0.00008333933,0.9803283,0.000224085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007526469,0.6968161,0.00009900842,0.01009425,0.004938357,0.01494093,0.0003861415,0.000229931,0.2649688],"genre_scores_gemma":[0.006868876,0.08181712,0.005872013,0.0004970653,0.006738217,0.001228777,0.002683952,0.0002717168,0.8940223],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6290535,"threshold_uncertainty_score":0.9531611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674257357255645,"score_gpt":0.2668800463486894,"score_spread":0.250137472776133,"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."}}