{"id":"W4414984049","doi":"10.5334/gh.1484","title":"Fifteen Years of Advancing Cardiovascular Rehabilitation in Low-Resource Settings through the International Council of Cardiovascular Prevention and Rehabilitation (ICCPR) and a Look Ahead","year":2025,"lang":"en","type":"article","venue":"Global Heart","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Toronto Rehabilitation Institute; York University; University of Toronto; University Health Network","funders":"","keywords":"Rehabilitation; Audit; Certification; Global health; Service delivery framework; Heart disease; Canadian Cardiovascular Society; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002447893,0.00008718789,0.0004483476,0.00004734367,0.00004090027,0.000007159042,0.00004080485,0.00007898596,0.000002678732],"category_scores_gemma":[0.0009353948,0.00008586684,0.0002949477,0.0002840967,0.0001546583,0.00009558296,0.00004478396,0.0001146946,6.882437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007385045,"about_ca_system_score_gemma":0.0006383823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593947,"about_ca_topic_score_gemma":0.0002312183,"domain_scores_codex":[0.9982764,0.0001919905,0.0004539927,0.0002720202,0.0006228274,0.0001827885],"domain_scores_gemma":[0.9990476,0.0003105936,0.00006728165,0.0003056893,0.0002081914,0.00006066007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002368264,0.0007460043,0.6209805,0.01569881,0.001547817,0.00001573473,0.01912047,0.002362669,0.0004175658,0.001682903,0.01330006,0.3217592],"study_design_scores_gemma":[0.004062889,0.0006880997,0.7676611,0.00269071,0.0003308632,0.00004759003,0.005765245,0.0002767829,0.00005976935,0.001422821,0.2168777,0.0001164256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854593,0.008775275,0.0001590528,0.002369126,0.0001404875,0.001072259,0.00002711564,0.0000130031,0.001984339],"genre_scores_gemma":[0.996329,0.0002510301,0.002836196,0.0004278029,0.00003933684,0.00003971903,0.00001550777,0.00000615932,0.00005523263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3216428,"threshold_uncertainty_score":0.5432997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108396162758247,"score_gpt":0.2904885801182165,"score_spread":0.2796489638423918,"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."}}