{"id":"W2418482154","doi":"10.1191/1358863x04vm526xx","title":"Vascular viewpoint","year":2004,"lang":"en","type":"letter","venue":"Vascular Medicine","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Clopidogrel; Aspirin; Internal medicine; Myocardial infarction; Stroke (engine); Vascular disease; Population; Cardiology; Disease; Surgery","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","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0009674858,0.001100834,0.002971811,0.0005943392,0.0001839635,0.00002789847,0.0004753481,0.00166508,0.003439735],"category_scores_gemma":[0.0002819654,0.0008184645,0.003502858,0.0006427173,0.0006201513,0.00009311819,0.0001050884,0.003149524,0.0009033984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652874,"about_ca_system_score_gemma":0.0006067819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710956,"about_ca_topic_score_gemma":0.000001733861,"domain_scores_codex":[0.9936029,0.0003113346,0.0009358253,0.001320404,0.002787343,0.001042175],"domain_scores_gemma":[0.9961534,0.00009166326,0.0002593471,0.002693794,0.0003525235,0.0004493045],"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":[0.00006529529,0.0001310744,0.00004646852,0.002418051,0.0092808,0.01120717,0.0001572129,0.00001576443,0.0001318604,0.0001159215,0.9640416,0.01238877],"study_design_scores_gemma":[0.008647373,0.0005576271,0.0007666209,0.003428459,0.007532604,0.000970451,0.00004657828,0.000007082684,0.0000791788,0.0005697441,0.9766045,0.0007897981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007595305,0.1894589,0.003377014,0.7939919,0.001619349,0.002232713,0.00003091359,0.0006545698,0.007875071],"genre_scores_gemma":[0.0004795414,0.02454384,0.0004391124,0.9476678,0.02122113,0.0001546126,0.002025188,0.0003777982,0.003090922],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1649151,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621195846275969,"score_gpt":0.2480999333904864,"score_spread":0.2318879749277267,"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."}}