{"id":"W2940535566","doi":"10.1161/circoutcomes.11.suppl_1.7","title":"Abstract 7: Health Care System Re-Design to Achieve Universal Access to Cardiac Rehabilitation Services: Implications for Population Health and Health Policy","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Western University","funders":"","keywords":"Medicine; Referral; Population; Health care; Rehabilitation; Medical emergency; Family medicine; Environmental health; Physical therapy; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004512124,0.0002981759,0.001407815,0.0004640797,0.001000154,0.00009028821,0.00009658991,0.0001395636,0.000001008498],"category_scores_gemma":[0.0001749649,0.0003030757,0.000490786,0.0006103587,0.00004841491,0.000281226,0.00006744228,0.0001356698,0.00000574729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607979,"about_ca_system_score_gemma":0.001578363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02547125,"about_ca_topic_score_gemma":0.0007475446,"domain_scores_codex":[0.9962365,0.000716843,0.001080374,0.0008166994,0.0004849062,0.0006646783],"domain_scores_gemma":[0.9964605,0.0002881688,0.0003406368,0.0008012995,0.0004166719,0.001692709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009594474,0.0001205847,0.6253301,0.0282958,0.0006705164,5.491461e-7,0.03202907,0.0007342051,0.00001891425,0.01199291,0.00135663,0.2984913],"study_design_scores_gemma":[0.001431837,0.0009152165,0.9830081,0.0004305124,0.00006127229,0.000008728656,0.00713183,0.00002903787,0.000002529228,0.0001121648,0.006638445,0.0002303162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4571693,0.01013235,0.1226114,0.3775816,0.001205513,0.02923432,0.001124421,0.0006634337,0.0002776674],"genre_scores_gemma":[0.9677548,0.0001987214,0.00491648,0.02556684,0.0005463019,0.0002511812,0.0007120558,0.00004736416,0.00000620555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5105855,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09111175029563562,"score_gpt":0.4421225446556908,"score_spread":0.3510107943600552,"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."}}