{"id":"W4283218475","doi":"10.1186/s12916-022-02401-5","title":"Length of initial prescription at hospital discharge and long-term medication adherence for elderly, post-myocardial infarction patients: a population-based interrupted time series study","year":2022,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Public Health Ontario; University of Toronto; Hamilton Health Sciences; Women's College Hospital; McMaster University; Population Health Research Institute","funders":"CorHealth Ontario; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Medical prescription; Myocardial infarction; Psychological intervention; Emergency medicine; Population; Internal medicine; Physical therapy; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004440479,0.0001835094,0.0004131878,0.0001868312,0.0002108773,0.000006347701,0.0001262609,0.00005577406,0.001811698],"category_scores_gemma":[0.0007438035,0.000157238,0.00006230888,0.0002105448,0.0001376354,0.0001658109,0.00008219838,0.0001620233,0.00001464918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461221,"about_ca_system_score_gemma":0.000146144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438026,"about_ca_topic_score_gemma":0.00003309897,"domain_scores_codex":[0.997903,0.0001564945,0.0006300944,0.0003927992,0.0007347838,0.0001828593],"domain_scores_gemma":[0.9986002,0.0001431608,0.0004235865,0.0003433208,0.0003402846,0.0001493881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001743129,0.000817434,0.9868177,0.0002442036,0.00007951847,0.000001290229,0.001347576,0.000003885405,0.001071206,0.00003056135,0.001403003,0.006440545],"study_design_scores_gemma":[0.007957396,0.01346311,0.9760138,0.000210376,0.0002494291,0.000008652445,0.0009062414,0.0007459733,0.00007467716,0.00002784541,0.0001969131,0.0001456095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937161,0.0001189455,0.001362007,0.001251496,0.0006509534,0.002693657,0.00006856242,0.00005967251,0.0000785567],"genre_scores_gemma":[0.9954305,0.000009848592,0.0001710276,0.0003244458,0.0002251299,0.0008300574,0.002371022,0.00002117494,0.000616755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264568,"threshold_uncertainty_score":0.9991008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828460393126167,"score_gpt":0.3229835685706821,"score_spread":0.2946989646394204,"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."}}