{"id":"W2965709677","doi":"10.1016/j.gheart.2019.07.008","title":"Access to Essential Medicines for Circulatory Diseases: A Call to Action","year":2019,"lang":"en","type":"letter","venue":"Global Heart","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"World Heart Federation; Sanofi","keywords":"Medicine; Checklist; Observational study; Global health; Call to action; Strengthening the reporting of observational studies in epidemiology; Alternative medicine; Download; Family medicine; Systematic review; Medical education; Public health; MEDLINE; Pathology; Political science; Business; Psychology; Computer science; World Wide Web","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001788471,0.0003189676,0.0008015918,0.0002187537,0.00008006831,0.0002131371,0.000527562,0.0004326135,0.0003576034],"category_scores_gemma":[0.0001299609,0.0003850253,0.0003268317,0.0002194729,0.00003145876,0.0001862583,0.0001902356,0.0003322691,0.004083771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402101,"about_ca_system_score_gemma":0.0001128708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003815082,"about_ca_topic_score_gemma":0.00003814834,"domain_scores_codex":[0.9978142,0.00001376824,0.0006263735,0.0008186248,0.00005839759,0.000668662],"domain_scores_gemma":[0.9988626,0.00008022548,0.000173589,0.000515052,0.00004886039,0.0003196747],"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":[0.00003831412,0.00002347113,0.003566713,0.0002187693,0.00006566523,0.000003428847,0.00001306496,0.00006474411,0.000002269312,0.001436297,0.9942886,0.000278703],"study_design_scores_gemma":[0.000428533,0.00007145593,0.006377408,0.00003555807,0.0000302594,0.000005405302,0.000001459436,0.0003166111,0.000004639598,0.005205677,0.987087,0.0004360499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00689156,0.0005615575,0.00139997,0.9648399,0.006392122,0.001899985,0.01056595,0.00007425876,0.007374739],"genre_scores_gemma":[0.01534366,0.00003515493,0.0001033632,0.9743537,0.008559182,0.0002147547,0.0003291341,0.00005414647,0.001006899],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01023682,"threshold_uncertainty_score":0.9998602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08889832200331568,"score_gpt":0.3729764602790041,"score_spread":0.2840781382756884,"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."}}