{"id":"W2892782667","doi":"10.1016/j.cjca.2018.07.258","title":"AN INTEGRATED, REGION-WIDE CARDIAC REHABILITATION SYSTEM: IMPACT ON HOSPITAL UTILIZATION & LENGTH OF STAY","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Referral; Rehabilitation; Health care; Workforce; Medical emergency; Population; Workflow; Emergency medicine; Nursing; Physical therapy; Environmental health; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143766,0.0002812714,0.0004310415,0.0006357903,0.0007767007,0.002203116,0.0009230034,0.000740825,0.004183011],"category_scores_gemma":[0.005539421,0.0002232594,0.001002388,0.001305829,0.000520001,0.0009106003,0.003448035,0.001034919,0.0003946089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004226856,"about_ca_system_score_gemma":0.008687932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1071231,"about_ca_topic_score_gemma":0.1847088,"domain_scores_codex":[0.9978597,0.0007099212,0.000151616,0.0002710919,0.0002600788,0.0007476342],"domain_scores_gemma":[0.9941942,0.0004635111,0.001187554,0.0001784993,0.0008549911,0.003121217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008532982,0.001102987,0.9388669,0.0002954299,0.001046606,0.0005454007,0.0009177842,0.001877015,0.001361734,0.0004948407,0.003936324,0.04870183],"study_design_scores_gemma":[0.00005302969,0.0004393334,0.9957796,0.000078809,0.0001473262,0.0001849617,0.001659524,0.0005233468,0.00006256271,0.00005339405,0.001006254,0.00001180615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924176,0.000974443,0.0003243449,0.001917922,0.00007500024,0.00007065786,0.00120376,0.00004161251,0.002974701],"genre_scores_gemma":[0.9979634,0.0003025576,0.0003531493,0.0003433918,0.00004468031,0.0000235821,0.0005046091,0.000007134662,0.0004574653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1071231,"threshold_uncertainty_score":0.2129992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510619016339721,"score_gpt":0.3342269738434163,"score_spread":0.3091207836800191,"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."}}