{"id":"W2955090253","doi":"10.1016/j.eclinm.2019.06.007","title":"Cardiac Rehabilitation Availability and Density around the Globe","year":2019,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Moncton Hospital; University of British Columbia; York University","funders":"World Heart Federation; York University","keywords":"Medicine; Rehabilitation; Globe; Disease; Medical emergency; Intensive care medicine; Physical therapy; Internal medicine; Ophthalmology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003210793,0.000133496,0.0005799998,0.00003384293,0.0001028265,0.000006410777,0.0000504667,0.0001209969,0.0001421112],"category_scores_gemma":[0.00159269,0.00008102655,0.0001429984,0.0001722984,0.0003025803,0.00004627348,0.00005851942,0.000430348,0.0002634528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342221,"about_ca_system_score_gemma":0.0002498704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932537,"about_ca_topic_score_gemma":0.00001401938,"domain_scores_codex":[0.9981223,0.0002223249,0.0005780256,0.0003953058,0.0003732659,0.0003087726],"domain_scores_gemma":[0.9966307,0.00205503,0.0001009645,0.0006604647,0.0001102394,0.0004426319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005211082,0.0001077081,0.9792523,0.0004821956,0.00001914231,0.000003229421,0.0003072032,1.444514e-7,0.0001664263,0.0002247795,0.008448717,0.01046699],"study_design_scores_gemma":[0.001914539,0.001584167,0.9411908,0.0001343873,0.00009681248,0.0000367651,0.0007695289,0.00005689581,0.00001761472,0.000433024,0.05369116,0.00007429747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514392,0.0008208026,0.00001079288,0.03828406,0.001248314,0.001556583,0.000007485952,0.00005058365,0.00658219],"genre_scores_gemma":[0.9887878,0.0003909008,0.0004154669,0.008579233,0.0009663026,0.00002080076,0.00002521603,0.00001291382,0.0008013376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04524245,"threshold_uncertainty_score":0.3386241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198842013540035,"score_gpt":0.3653264347072808,"score_spread":0.3433380145718805,"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."}}