{"id":"W3210608908","doi":"10.1016/j.hlc.2021.10.014","title":"Engaging Patients in Lifestyle Behaviour Change in Cardiovascular Secondary Prevention: Understanding the Complexity","year":2021,"lang":"en","type":"editorial","venue":"Heart Lung and Circulation","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Psychosocial; Referral; Coronary artery disease; Depression (economics); Diabetes mellitus; Canadian Cardiovascular Society; Cardiovascular health; Disease; Myocardial infarction; Internal medicine; Physical therapy; Intensive care medicine; Family medicine; Angina; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129632,0.0001692557,0.0005598799,0.0001617156,0.0001857811,0.00002831833,0.00002599998,0.0003379776,0.00001915202],"category_scores_gemma":[0.0000977561,0.0001597921,0.0001945412,0.000234763,0.00004408128,0.00009438668,0.00003701215,0.001004564,0.000001487032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091844,"about_ca_system_score_gemma":0.0005080827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544649,"about_ca_topic_score_gemma":0.001011021,"domain_scores_codex":[0.9979011,0.000425022,0.0003982791,0.0003801219,0.0005805039,0.0003149453],"domain_scores_gemma":[0.9993123,0.0001412072,0.0000770382,0.0002617157,0.00006715348,0.0001405902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008292046,0.000199319,0.9594488,0.002812725,0.00005663504,0.00003874438,0.002767921,0.00001146002,0.000001183024,0.00002913469,0.03028287,0.004268256],"study_design_scores_gemma":[0.002617725,0.00006686283,0.9594982,0.001618323,0.000149642,0.00001536712,0.0007374563,0.0001860295,5.146339e-7,0.00008276766,0.03486263,0.0001644802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5822323,0.01749006,0.000161876,0.0009784909,0.3936409,0.004398326,0.0001296873,0.00006251492,0.0009058934],"genre_scores_gemma":[0.894433,0.0005601288,0.00002198283,0.0001781403,0.1031037,0.0001018558,0.00155489,0.00002623381,0.0000200738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3122007,"threshold_uncertainty_score":0.6516134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687029039119004,"score_gpt":0.3445857637806952,"score_spread":0.2777154733895051,"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."}}