{"id":"W2037395395","doi":"10.1016/j.cjca.2011.07.356","title":"421 From bridge to destination: A paradigm shift in the management of patients with end-staged heart failure","year":2011,"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":"","funders":"","keywords":"Medicine; Destination therapy; Heart failure; Incidence (geometry); Dialysis; Stroke (engine); Internal medicine; Diabetes mellitus; Ventricular assist device; Cardiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004235656,0.0003870172,0.0007951512,0.000688486,0.002695625,0.004846966,0.001833572,0.002866291,0.00470247],"category_scores_gemma":[0.005884429,0.0001837031,0.0006021414,0.0006674166,0.001693689,0.003145836,0.00290554,0.007344377,0.0008371593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952143,"about_ca_system_score_gemma":0.01160535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005137695,"about_ca_topic_score_gemma":0.01895167,"domain_scores_codex":[0.9977525,0.0008695868,0.000185013,0.0002399801,0.0006016981,0.00035125],"domain_scores_gemma":[0.9958324,0.0008630633,0.0003320223,0.00007849064,0.0009981802,0.001895908],"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":[0.001150961,0.001950599,0.04514076,0.001988934,0.0001881254,0.003544534,0.01002858,0.003444531,0.002361265,0.09164775,0.2139012,0.6246528],"study_design_scores_gemma":[0.000892542,0.003739187,0.08532316,0.01019291,0.000343527,0.01211943,0.04463921,0.009115517,0.001599895,0.2057213,0.6258755,0.000437904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08879028,0.02466477,0.01013697,0.827316,0.00930931,0.00009029577,0.0001645424,0.00009906322,0.0394288],"genre_scores_gemma":[0.7815387,0.04463201,0.01273646,0.1362071,0.01909813,0.0002629758,0.0003283839,0.000131853,0.005064456],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005137695,"threshold_uncertainty_score":0.02867496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840698544771829,"score_gpt":0.195857566155284,"score_spread":0.1774505807075658,"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."}}