{"id":"W4388594590","doi":"10.1093/eurheartj/ehad655.1502","title":"Consensus on the diagnosis and management of patients with type 2 myocardial infarction: an international Delphi study","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Heart Foundation","keywords":"Medicine; Myocardial infarction; Delphi method; Coronary artery disease; Myocardial infarction diagnosis; Canadian Cardiovascular Society; Internal medicine; Cardiology; Intensive care medicine; Angina","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2185434,0.0007114859,0.00136386,0.004399737,0.002710723,0.002642957,0.001984654,0.002369234,0.002024374],"category_scores_gemma":[0.2135834,0.001055786,0.00216434,0.002438806,0.003024726,0.003498922,0.01050649,0.002259563,0.000283783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119603,"about_ca_system_score_gemma":0.01004611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039478,"about_ca_topic_score_gemma":0.002314019,"domain_scores_codex":[0.7404014,0.221796,0.01910308,0.003743193,0.01004777,0.004908557],"domain_scores_gemma":[0.7580217,0.1979351,0.01133658,0.004023878,0.02468018,0.00400261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001885885,0.0006789885,0.09289257,0.02131229,0.00131164,0.001229013,0.7086365,0.000977293,0.002081727,0.004288535,0.006118262,0.1585873],"study_design_scores_gemma":[0.00101439,0.003985791,0.1137682,0.03148968,0.00107679,0.001449406,0.8045439,0.004957326,0.001950161,0.006959055,0.02837055,0.0004348372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591713,0.006955983,0.01011757,0.006516062,0.0002497052,0.008901548,0.0003165641,0.00002366727,0.007747548],"genre_scores_gemma":[0.9778292,0.00263817,0.01057409,0.001892198,0.00005673906,0.006628872,0.0001791515,0.00001025031,0.0001912834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185434,"threshold_uncertainty_score":0.9636751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031231795031025,"score_gpt":0.4406562075931011,"score_spread":0.2375330280899986,"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."}}