{"id":"W2809975561","doi":"10.1002/ehf2.12297","title":"Eligibility for Cardiac Resynchronization Therapy in Patients Hospitalized with Heart Failure","year":2018,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"Medtronic","keywords":"Medicine; Heart failure; Cardiac resynchronization therapy; Cardiology; Internal medicine; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003011003,0.0002065274,0.000627804,0.0001181001,0.0001676593,0.00003228148,0.00001784919,0.0001308767,0.00001985917],"category_scores_gemma":[0.0001813573,0.0001601738,0.0001740887,0.0003995559,0.0001376013,0.0001135901,0.00002267664,0.0001148562,0.00004575813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085322,"about_ca_system_score_gemma":0.0001157013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007334919,"about_ca_topic_score_gemma":0.00003977268,"domain_scores_codex":[0.998535,0.00007998796,0.0002812291,0.0004313008,0.0003446865,0.0003277559],"domain_scores_gemma":[0.9987597,0.00006755083,0.00005617039,0.0004187663,0.0005894171,0.0001083817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005102266,0.00006145614,0.8779625,0.00003261152,0.00006136901,1.574728e-7,0.0003640787,0.000004422807,0.0002996364,0.00001861272,0.1204911,0.0001939108],"study_design_scores_gemma":[0.003126064,0.001119355,0.6306074,0.0000848163,0.00002394305,0.000003275949,0.00008980542,0.000008880064,0.001107689,0.00002636307,0.3636501,0.0001522639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931967,0.0001280021,0.0002006992,0.003865828,0.0002121676,0.001440265,0.00004013687,0.0001170079,0.0007992196],"genre_scores_gemma":[0.9928973,0.00001251028,0.005803691,0.0004851529,0.0004757768,0.00007266284,0.00008996685,0.00003634065,0.0001266478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.247355,"threshold_uncertainty_score":0.6531698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121003133868119,"score_gpt":0.2922109589619413,"score_spread":0.2810009276232601,"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."}}