{"id":"W1635887818","doi":"10.14288/hfjc.v7i2.181","title":"Clinical exercise prescription for Atrial Fibrillation","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Medical prescription; Exercise prescription; Physical therapy; Quality of life (healthcare); Aerobic exercise; Physical medicine and rehabilitation; Intensive care medicine; Cardiology; Nursing","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":[0.0005764747,0.00007817854,0.0002573493,0.00006135439,0.0005155224,0.0003504659,0.00006883407,0.00008283766,0.0001910444],"category_scores_gemma":[0.0005881216,0.00007181198,0.0002433984,0.0004259972,0.00002172194,0.0002401416,0.0000720766,0.00004907066,0.00003435152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007297943,"about_ca_system_score_gemma":0.0001864128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003382461,"about_ca_topic_score_gemma":0.00007454033,"domain_scores_codex":[0.9991428,0.00004273051,0.0003495206,0.0002034138,0.0001440594,0.0001174816],"domain_scores_gemma":[0.9992447,0.0001180467,0.00009648457,0.0001830242,0.0002191069,0.0001385976],"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":[0.002758101,0.000008743325,0.02405266,0.00001431278,0.0001022697,6.684077e-7,0.00005244256,0.0004546942,0.000007180147,0.0003428467,0.9563725,0.0158336],"study_design_scores_gemma":[0.006825232,0.0004534598,0.00569651,0.00002821979,0.0003606715,0.000004017329,0.0001306047,0.004792097,0.0000207207,0.002162915,0.9794174,0.0001081207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01933723,0.0007422343,0.04511992,0.01371323,0.01571141,0.02681862,0.0001025221,0.0006603241,0.8777945],"genre_scores_gemma":[0.0295539,0.0001236896,0.01665361,0.0001145328,0.006744841,0.00002900479,0.0001665988,0.00003088612,0.9465829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06878841,"threshold_uncertainty_score":0.3965034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166338592722909,"score_gpt":0.4350699838003398,"score_spread":0.2184361245280489,"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."}}