{"id":"W2792457705","doi":"10.1016/s0735-1097(18)30587-4","title":"SCINET: SOFTWARE ELECTROCARDIOGRAM INTERPRETATION AND ELECTRONIC TRANSMISSION TO PREVENT TREATMENT DELAY IN ST-ELEVATION MYOCARDIAL INFARCTION","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Myocardial infarction; Elevation (ballistics); ST elevation; Interpretation (philosophy); Software; Transmission (telecommunications); Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0003938783,0.0001088233,0.0006311361,0.0003311593,0.00004622377,0.00000323943,0.00007150158,0.00004156249,0.000001522912],"category_scores_gemma":[0.0001112298,0.00007057983,0.0002908139,0.0005981274,0.0001250547,0.00004270447,0.00001170963,0.0001520011,4.353685e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184135,"about_ca_system_score_gemma":0.0001954195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003657296,"about_ca_topic_score_gemma":0.00001522448,"domain_scores_codex":[0.9988615,0.000250511,0.0003829227,0.0001291563,0.0001906874,0.0001852014],"domain_scores_gemma":[0.9991646,0.00007577801,0.0003180107,0.000143234,0.0002260149,0.0000724077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007126251,0.000221844,0.5302213,0.00004141512,0.003200358,0.00005055789,0.0007449694,0.005361974,0.08846499,0.00002732703,0.00120363,0.3633354],"study_design_scores_gemma":[0.004477586,0.03857243,0.8986261,0.0005370132,0.002708466,0.00242407,0.0009883657,0.002250566,0.01968547,0.0006642438,0.02871529,0.0003503867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984303,0.0003239461,0.01357508,0.001399061,0.0001328443,0.0002110393,0.00000451489,0.000005489743,0.00004502],"genre_scores_gemma":[0.9977163,0.000523021,0.001121554,0.00009908028,0.0004755796,0.000007326015,0.000001321477,0.00001002102,0.00004578402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684048,"threshold_uncertainty_score":0.2878162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00645985740399852,"score_gpt":0.276055541722247,"score_spread":0.2695956843182485,"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."}}