{"id":"W3110571006","doi":"10.1093/ehjci/ehaa946.1412","title":"Antiplatelet therapy prescription patterns for acute coronary syndrome: a decade analysed","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Ticagrelor; Clopidogrel; Acute coronary syndrome; Percutaneous coronary intervention; Conventional PCI; Medical prescription; P2Y12; Internal medicine; Cardiology; Guideline; Aspirin; Emergency medicine; Myocardial infarction; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008839858,0.0002790502,0.0003873951,0.004353388,0.0004988202,0.001263709,0.0006766156,0.0004033002,0.00149111],"category_scores_gemma":[0.004552223,0.0003559673,0.001019755,0.0118733,0.0003832059,0.0006499906,0.0007418936,0.0006204131,0.0003046546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905747,"about_ca_system_score_gemma":0.006080628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6011274,"about_ca_topic_score_gemma":0.5468916,"domain_scores_codex":[0.9988506,0.0001024273,0.0002164652,0.000285499,0.0003016592,0.0002433953],"domain_scores_gemma":[0.9918764,0.0006915882,0.003757094,0.0003922985,0.002673173,0.000609388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003672127,0.000005913681,0.9954919,0.00004842671,0.00007584968,0.00004271589,0.0002144831,0.00005519097,0.00003725877,0.00004526151,0.0008729424,0.003073297],"study_design_scores_gemma":[0.00000270655,0.000008430866,0.9982144,0.00005158226,0.00003966534,0.00008318245,0.0002669472,0.0001885383,0.00002652446,0.00001378756,0.001099451,0.000004960005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563417,0.00761809,0.0003369431,0.000851343,0.00002788256,0.00003015554,0.03282391,0.00003035561,0.001939529],"genre_scores_gemma":[0.976244,0.005668402,0.0002514461,0.0001437666,0.00004211425,0.00002857754,0.01690375,0.00001615868,0.0007017897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6011274,"threshold_uncertainty_score":0.8024433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05331212601390209,"score_gpt":0.3096371289603238,"score_spread":0.2563250029464217,"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."}}