{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004864462,0.0006636276,0.002323655,0.0003553111,0.000249892,0.000118514,0.00008468184,0.0004968191,0.00008185543],"category_scores_gemma":[0.0002138645,0.0006372112,0.00419499,0.0002621712,0.0001198314,0.0001476054,0.000260652,0.001689052,0.0003279193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062032,"about_ca_system_score_gemma":0.0001002483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821964,"about_ca_topic_score_gemma":0.000002598338,"domain_scores_codex":[0.9960787,0.0001187324,0.0006025913,0.001135014,0.001350477,0.0007144443],"domain_scores_gemma":[0.9972045,0.0001869596,0.0002057575,0.001886409,0.0003796158,0.0001367536],"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":[0.0000249503,0.000008841768,0.05690153,0.0002416593,0.01190181,0.001586319,0.0004901036,0.00003418777,0.00002196138,0.000002055642,0.9142513,0.01453534],"study_design_scores_gemma":[0.001038248,0.0000126621,0.02050894,0.0006192252,0.005555783,0.001281445,0.0001175009,0.00004919325,0.0001036125,0.00009182909,0.9700148,0.000606786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01521797,0.2074212,0.00361604,0.08118676,0.007377201,0.001907658,0.0006010682,0.00222419,0.6804479],"genre_scores_gemma":[0.1659936,0.003973094,0.006000766,0.6898692,0.1177005,0.0003186665,0.003906376,0.001376747,0.01086104],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6695869,"threshold_uncertainty_score":0.9996079,"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."}}