{"id":"W4223609036","doi":"10.1016/j.cpcardiol.2022.101201","title":"Improving Wellbeing After Acute Coronary Syndrome","year":2022,"lang":"en","type":"review","venue":"Current Problems in Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Anxiety; Acute coronary syndrome; Depression (economics); Quality of life (healthcare); Psychological intervention; Population; Disease; Randomized controlled trial; Intensive care medicine; Physical therapy; Internal medicine; Myocardial infarction; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001191585,0.0006207303,0.00435727,0.0006129989,0.0001122792,0.000009989063,0.0002312718,0.0004789325,0.0002051577],"category_scores_gemma":[0.00005556879,0.000551763,0.001161738,0.000500863,0.0001046269,0.00006304496,0.000509051,0.002635407,0.0001051455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940717,"about_ca_system_score_gemma":0.001835792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004126001,"about_ca_topic_score_gemma":0.00000403166,"domain_scores_codex":[0.9953436,0.0007041855,0.001401276,0.001040692,0.0003430534,0.001167147],"domain_scores_gemma":[0.9981323,0.0002582862,0.0003856939,0.0007411931,0.0000255681,0.0004569216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003780292,0.00006046932,0.00140311,0.08510035,0.0001464126,0.001777343,0.0000410031,0.000001631427,1.054133e-7,0.0000115415,0.0003184644,0.9111018],"study_design_scores_gemma":[0.0007503734,0.0004464252,0.0007954864,0.01047055,0.001286508,0.01966047,0.00001284308,0.000002349702,1.150767e-8,0.00001835419,0.9661632,0.0003934242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002469881,0.9877657,0.00003232864,0.00002500923,0.006235703,0.004127663,0.0002204834,0.00009003426,0.001256049],"genre_scores_gemma":[0.0004361984,0.9935083,0.00006415253,0.0001477093,0.0004382314,0.00387798,0.001223291,0.0001177567,0.0001863333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9658448,"threshold_uncertainty_score":0.9996934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06278068112523165,"score_gpt":0.3834604969653676,"score_spread":0.3206798158401359,"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."}}