{"id":"W4387338019","doi":"10.1016/j.cjca.2023.06.383","title":"VALUE OF HEMODYNAMIC GAIN INDEX IN PREDICTING SINGLE VERSUS MULTIVESSEL OBSTRUCTIVE CORONARY ARTERY DISEASE IN A HIGH-RISK POPULATION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Coronary artery disease; Internal medicine; Hemodynamics; Coronary angiography; Fractional flow reserve; Population; Artery; Angiography; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126391,0.000647202,0.0009421684,0.001055437,0.0004919661,0.001242413,0.00050949,0.001150454,0.001276682],"category_scores_gemma":[0.004055195,0.0002622318,0.0006678741,0.0006461916,0.000465694,0.0008222716,0.0005790979,0.001401024,0.0003080343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857845,"about_ca_system_score_gemma":0.0004886003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777885,"about_ca_topic_score_gemma":0.003479664,"domain_scores_codex":[0.9995044,0.000152274,0.00004777788,0.0000880571,0.000116831,0.00009053688],"domain_scores_gemma":[0.9980089,0.0008450404,0.0002564552,0.0001034293,0.0002075711,0.0005785053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000963073,0.0001162533,0.9962889,0.000007362945,0.000090205,0.00009626349,0.00003964316,0.0001114282,0.0002272063,0.00003524144,0.00008302841,0.001941408],"study_design_scores_gemma":[0.00004336353,0.0005602241,0.9952753,0.000009554445,0.0001642793,0.0003203343,0.0002935832,0.002918677,0.0001091127,0.000169464,0.0001203467,0.00001585618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982097,0.0004177959,0.0001368425,0.0001543567,0.00003221284,0.000009803098,0.0001243036,0.000006347756,0.0009085265],"genre_scores_gemma":[0.9994805,0.00007991642,0.0001263605,0.00002743135,0.00005205386,0.000004779904,0.0001202596,0.000002210542,0.000106363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002777885,"threshold_uncertainty_score":0.005957007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122389638009666,"score_gpt":0.2312767657726993,"score_spread":0.2200528693926026,"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."}}