{"id":"W4415793710","doi":"10.1161/circ.152.suppl_3.4358321","title":"Abstract 4358321: ECG-SMART: A Clinician-Guided AI Dashboard for Occlusion Myocardial Infarction Detection in the Emergency Department","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Emergency department; Usability; Dashboard; Thematic analysis; Coding (social sciences); Presentation (obstetrics); Myocardial infarction; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00652304,0.001258078,0.0005302017,0.0009657563,0.0007977894,0.002285588,0.001425908,0.001713471,0.03627816],"category_scores_gemma":[0.02459534,0.0003443005,0.0005113542,0.0007233143,0.0009305293,0.002452943,0.00236114,0.001343931,0.009560704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007107438,"about_ca_system_score_gemma":0.001551066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028379,"about_ca_topic_score_gemma":0.001701556,"domain_scores_codex":[0.9964896,0.002103335,0.0003157669,0.0003045842,0.0005763263,0.0002103625],"domain_scores_gemma":[0.9812522,0.0119539,0.0006935732,0.00093693,0.003392941,0.001770452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003431201,0.001603264,0.007356861,0.005945439,0.00008305728,0.001864467,0.01472617,0.001884142,0.04980547,0.003378959,0.3628659,0.5470551],"study_design_scores_gemma":[0.002307621,0.00862411,0.04621903,0.00325366,0.0003253206,0.002537354,0.01076821,0.01498088,0.03266044,0.007177472,0.870461,0.0006849258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.3735338,0.002635852,0.3573295,0.02163741,0.005713609,0.02760448,0.03113251,0.08961832,0.09079453],"genre_scores_gemma":[0.3850333,0.002463142,0.4787813,0.007552534,0.001452183,0.02276443,0.02156097,0.005825092,0.07456716],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03627816,"threshold_uncertainty_score":0.1213625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831783310845006,"score_gpt":0.3508211051680846,"score_spread":0.3225032720596346,"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."}}