{"id":"W4297237248","doi":"10.15420/cfr.2022.16","title":"Why Do so Few People with Heart Failure Receive Cardiac Rehabilitation?","year":2022,"lang":"en","type":"review","venue":"Cardiac failure review","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"National Institute for Health and Care Research","keywords":"Psychosocial; Rehabilitation; Heart failure; Medicine; Guideline; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Cardiology","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001936642,0.001693011,0.01046092,0.0005136355,0.0004853905,0.0001743802,0.0004329272,0.0004664878,0.003381097],"category_scores_gemma":[0.0004811858,0.001203479,0.005335347,0.002664801,0.0002095953,0.0002517898,0.0003697205,0.00153397,0.001096586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085253,"about_ca_system_score_gemma":0.001451334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007911313,"about_ca_topic_score_gemma":0.00003982879,"domain_scores_codex":[0.9917843,0.002001906,0.001659071,0.001934169,0.001555251,0.001065342],"domain_scores_gemma":[0.9942943,0.001089708,0.000671697,0.002938132,0.0003197881,0.0006863309],"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":[0.000008857505,0.0001009773,0.00007654551,0.1448738,0.001695758,0.00003156548,0.00006700629,1.700665e-7,3.917077e-8,0.000126773,0.611443,0.2415756],"study_design_scores_gemma":[0.0004033015,0.0006908132,0.00001345977,0.102468,0.02140865,0.0001103848,0.000180325,5.143142e-8,8.102414e-8,0.000005352688,0.8737382,0.0009813081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.980167e-7,0.9535634,0.00001005023,0.02840808,0.0006804761,0.01505512,0.0002815613,0.0003532272,0.001647573],"genre_scores_gemma":[3.99711e-7,0.9761157,0.007874126,0.002276349,0.0006884496,0.008546848,0.002817409,0.0003529701,0.001327742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2622952,"threshold_uncertainty_score":0.9996812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809254979873727,"score_gpt":0.3044244220596891,"score_spread":0.2863318722609519,"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."}}