{"id":"W2205319913","doi":"10.1016/j.jcmg.2011.09.004","title":"Predicting Benefit From CRT","year":2011,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Cardiology; Cardiac resynchronization therapy; Internal medicine; Medicine; QRS complex; Heart failure; Ejection fraction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001505621,0.0004737118,0.001222631,0.0009458867,0.001198141,0.001587563,0.0005432006,0.007577474,0.006645789],"category_scores_gemma":[0.0151295,0.000375294,0.0006323577,0.0005611968,0.0006136044,0.001072571,0.0004863523,0.008222889,0.004403912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032416,"about_ca_system_score_gemma":0.0008201661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032537,"about_ca_topic_score_gemma":0.005004542,"domain_scores_codex":[0.9987312,0.0005360405,0.0001427443,0.0001621728,0.0002260885,0.0002017363],"domain_scores_gemma":[0.9948655,0.003390587,0.0002042815,0.0001799463,0.0006958237,0.0006639254],"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":[0.0008002135,0.0001350362,0.07218423,0.0000881415,0.0001188676,0.006915796,0.0001197879,0.0002441485,0.0007214144,0.002170808,0.8293185,0.08718295],"study_design_scores_gemma":[0.002263364,0.001075914,0.283334,0.002428357,0.00102382,0.07940575,0.001718849,0.01404545,0.001855349,0.09078072,0.5217077,0.0003607446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02224631,0.005383024,0.0003527185,0.93102,0.01378765,0.00004047019,0.000645867,0.00005065836,0.02647341],"genre_scores_gemma":[0.2639961,0.00715648,0.001517133,0.5899622,0.1218247,0.0001937788,0.0009180071,0.00005792016,0.0143736],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007577474,"threshold_uncertainty_score":0.02223241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340083682529846,"score_gpt":0.2390453598975917,"score_spread":0.2156445230722933,"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."}}